From a5819b2a752763ea297e529a53af1a83fe18285c Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Fri, 16 Jan 2026 15:42:14 -0500
Subject: [PATCH 01/13] feat(cli): add client dev server support to spacetime
 dev

- Add --client-command flag to specify client dev command
- Add --server-only flag to skip client execution
- Add spacetime.toml config file for project settings
- Auto-detect client command from package.json/Cargo.toml/.csproj
- Save detected command to spacetime.toml for future runs
- Update spacetime init to set default client command
- Add spacetime.toml to all templates with appropriate defaults
- Update documentation
---
 crates/cli/src/subcommands/dev.rs             |  95 +++++++++++
 crates/cli/src/subcommands/init.rs            |  21 +++
 crates/cli/src/subcommands/mod.rs             |   1 +
 .../cli/src/subcommands/spacetime_config.rs   | 155 ++++++++++++++++++
 .../00100-databases/00200-spacetime-dev.md    |  21 +++
 .../00100-cli-reference.md                    |   2 +
 templates/basic-c-sharp/spacetime.toml        |   6 +
 templates/basic-react/spacetime.toml          |   6 +
 templates/basic-rust/spacetime.toml           |   6 +
 templates/basic-typescript/spacetime.toml     |   6 +
 .../quickstart-chat-c-sharp/spacetime.toml    |   6 +
 templates/quickstart-chat-rust/spacetime.toml |   6 +
 .../quickstart-chat-typescript/spacetime.toml |   6 +
 13 files changed, 337 insertions(+)
 create mode 100644 crates/cli/src/subcommands/spacetime_config.rs
 create mode 100644 templates/basic-c-sharp/spacetime.toml
 create mode 100644 templates/basic-react/spacetime.toml
 create mode 100644 templates/basic-rust/spacetime.toml
 create mode 100644 templates/basic-typescript/spacetime.toml
 create mode 100644 templates/quickstart-chat-c-sharp/spacetime.toml
 create mode 100644 templates/quickstart-chat-rust/spacetime.toml
 create mode 100644 templates/quickstart-chat-typescript/spacetime.toml

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 37ce4d3752a..417a9410f83 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -2,6 +2,7 @@ use crate::common_args::ClearMode;
 use crate::config::Config;
 use crate::generate::Language;
 use crate::subcommands::init;
+use crate::subcommands::spacetime_config::{detect_client_command, SpacetimeConfig};
 use crate::util::{
     add_auth_header_opt, database_identity, detect_module_language, get_auth_header, get_login_token_or_log_in,
     spacetime_reverse_dns, ResponseExt,
@@ -29,6 +30,7 @@ use tabled::{
     Table, Tabled,
 };
 use termcolor::{Color, ColorSpec, WriteColor};
+use tokio::process::{Child, Command as TokioCommand};
 use tokio::task::JoinHandle;
 use tokio::time::sleep;
 
@@ -86,6 +88,18 @@ pub fn cli() -> Command {
                 .value_name("TEMPLATE")
                 .help("Template ID or GitHub repository (owner/repo or URL) for project initialization"),
         )
+        .arg(
+            Arg::new("client-command")
+                .long("client-command")
+                .value_name("COMMAND")
+                .help("Command to run the client development server (overrides spacetime.toml config)"),
+        )
+        .arg(
+            Arg::new("server-only")
+                .long("server-only")
+                .action(clap::ArgAction::SetTrue)
+                .help("Only run the server (module) without starting the client"),
+        )
 }
 
 #[derive(Deserialize)]
@@ -259,12 +273,44 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
         );
     }
 
+    // Determine client command: CLI flag > config file > auto-detect (and save)
+    let server_only = args.get_flag("server-only");
+    let client_command = if server_only {
+        None
+    } else if let Some(cmd) = args.get_one::<String>("client-command") {
+        // Explicit CLI flag takes priority
+        Some(cmd.clone())
+    } else if let Some(cmd) = SpacetimeConfig::load_from_dir(&project_dir)
+        .ok()
+        .flatten()
+        .and_then(|c| c.dev.client_command)
+    {
+        // Config file exists with client_command
+        Some(cmd)
+    } else if let Some(detected) = detect_client_command(&project_dir) {
+        // No config - detect and save for future runs
+        let config = SpacetimeConfig::with_client_command(&detected);
+        if let Ok(path) = config.save_to_dir(&project_dir) {
+            println!(
+                "{} Detected client command and saved to {}",
+                "✓".green(),
+                path.display()
+            );
+        }
+        Some(detected)
+    } else {
+        None
+    };
+
     println!("\n{}", "Starting development mode...".green().bold());
     println!("Database: {}", database_name.cyan());
     println!(
         "Watching for changes in: {}",
         spacetimedb_dir.display().to_string().cyan()
     );
+    if let Some(ref cmd) = client_command {
+        println!("Client command: {}", cmd.cyan());
+    }
     println!("{}", "Press Ctrl+C to stop".dimmed());
     println!();
 
@@ -286,6 +332,13 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     let db_identity = database_identity(&config, &database_name, Some(resolved_server)).await?;
     let _log_handle = start_log_stream(config.clone(), db_identity.to_hex().to_string(), Some(resolved_server)).await?;
 
+    // Start the client development server if configured
+    let _client_handle = if let Some(ref cmd) = client_command {
+        Some(start_client_process(cmd, &project_dir)?)
+    } else {
+        None
+    };
+
     let (tx, rx) = channel();
     let mut watcher: RecommendedWatcher = Watcher::new(
         move |res: Result<Event, notify::Error>| {
@@ -738,3 +791,45 @@ fn generate_database_name() -> String {
     let mut generator = names::Generator::with_naming(names::Name::Numbered);
     generator.next().unwrap()
 }
+
+/// Start the client development server as a child process.
+/// The process inherits stdout/stderr so the user can see the output.
+fn start_client_process(command: &str, working_dir: &Path) -> Result<Child, anyhow::Error> {
+    println!("{} {}", "Starting client:".cyan(), command.to_string().dimmed());
+
+    let parts: Vec<&str> = command.split_whitespace().collect();
+    if parts.is_empty() {
+        anyhow::bail!("Empty client command");
+    }
+
+    let program = parts[0];
+    let args = &parts[1..];
+
+    // On Windows, use cmd /C to resolve .cmd/.bat scripts (like npm)
+    #[cfg(windows)]
+    let child = TokioCommand::new("cmd")
+        .arg("/C")
+        .arg(program)
+        .args(args)
+        .current_dir(working_dir)
+        .stdout(std::process::Stdio::inherit())
+        .stderr(std::process::Stdio::inherit())
+        .stdin(std::process::Stdio::null())
+        .kill_on_drop(true)
+        .spawn()
+        .with_context(|| format!("Failed to start client command: {}", command))?;
+
+    // On Unix, run the program directly
+    #[cfg(not(windows))]
+    let child = TokioCommand::new(program)
+        .args(args)
+        .current_dir(working_dir)
+        .stdout(std::process::Stdio::inherit())
+        .stderr(std::process::Stdio::inherit())
+        .stdin(std::process::Stdio::null())
+        .kill_on_drop(true)
+        .spawn()
+        .with_context(|| format!("Failed to start client command: {}", command))?;
+
+    Ok(child)
+}
diff --git a/crates/cli/src/subcommands/init.rs b/crates/cli/src/subcommands/init.rs
index 8530bde2933..f5ae521ed07 100644
--- a/crates/cli/src/subcommands/init.rs
+++ b/crates/cli/src/subcommands/init.rs
@@ -16,6 +16,7 @@ use toml_edit::{value, DocumentMut, Item};
 use xmltree::{Element, XMLNode};
 
 use crate::subcommands::login::{spacetimedb_login_force, DEFAULT_AUTH_HOST};
+use crate::subcommands::spacetime_config::SpacetimeConfig;
 
 mod embedded {
     include!(concat!(env!("OUT_DIR"), "/embedded_templates.rs"));
@@ -525,6 +526,13 @@ pub async fn exec_init(config: &mut Config, args: &ArgMatches, is_interactive: b
         install_typescript_dependencies(&server_dir, pm)?;
     }
 
+    // Configure client dev command if a client is present
+    if !is_server_only {
+        if let Some(client_lang) = &template_config.client_lang {
+            setup_spacetime_config(&project_path, client_lang)?;
+        }
+    }
+
     Ok(project_path)
 }
 
@@ -1722,3 +1730,16 @@ fn strip_mdc_frontmatter(content: &str) -> &str {
     }
     content
 }
+
+/// Set up the spacetime.toml configuration file with the client dev command.
+fn setup_spacetime_config(project_path: &Path, client_lang: &ClientLanguage) -> anyhow::Result<()> {
+    let client_command = match client_lang {
+        ClientLanguage::TypeScript => "npm run dev",
+        ClientLanguage::Rust => "cargo run",
+        ClientLanguage::Csharp => "dotnet run",
+    };
+
+    let config = SpacetimeConfig::with_client_command(client_command);
+    config.save_to_dir(project_path)?;
+    Ok(())
+}
diff --git a/crates/cli/src/subcommands/mod.rs b/crates/cli/src/subcommands/mod.rs
index a50910ce8bd..346cbabd229 100644
--- a/crates/cli/src/subcommands/mod.rs
+++ b/crates/cli/src/subcommands/mod.rs
@@ -14,6 +14,7 @@ pub mod logs;
 pub mod publish;
 pub mod repl;
 pub mod server;
+pub mod spacetime_config;
 pub mod sql;
 pub mod start;
 pub mod subscribe;
diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
new file mode 100644
index 00000000000..0d3012670fc
--- /dev/null
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -0,0 +1,155 @@
+//! SpacetimeDB project configuration file handling.
+//!
+//! This module handles loading and saving `spacetime.toml` configuration files.
+//! The config file is placed in the project root (same level as `spacetimedb/` directory).
+
+use anyhow::Context;
+use serde::{Deserialize, Serialize};
+use std::fs;
+use std::path::{Path, PathBuf};
+
+/// The filename for configuration
+pub const CONFIG_FILENAME: &str = "spacetime.toml";
+
+/// Development mode configuration
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct DevConfig {
+    /// The command to run the client development server.
+    /// Example: "npm run dev", "pnpm dev", "cargo run"
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub client_command: Option<String>,
+}
+
+/// Root configuration structure
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct SpacetimeConfig {
+    /// Development mode configuration
+    #[serde(default, skip_serializing_if = "DevConfig::is_empty")]
+    pub dev: DevConfig,
+}
+
+impl DevConfig {
+    fn is_empty(&self) -> bool {
+        self.client_command.is_none()
+    }
+}
+
+impl SpacetimeConfig {
+    /// Create a new empty configuration
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    /// Create a configuration with a client command
+    pub fn with_client_command(client_command: impl Into<String>) -> Self {
+        Self {
+            dev: DevConfig {
+                client_command: Some(client_command.into()),
+            },
+        }
+    }
+
+    /// Load configuration from a directory.
+    /// Returns `None` if no config file exists.
+    pub fn load_from_dir(dir: &Path) -> anyhow::Result<Option<Self>> {
+        let config_path = dir.join(CONFIG_FILENAME);
+
+        if config_path.exists() {
+            let content =
+                fs::read_to_string(&config_path).with_context(|| format!("Failed to read {}", config_path.display()))?;
+            let config: SpacetimeConfig =
+                toml::from_str(&content).with_context(|| format!("Failed to parse {}", config_path.display()))?;
+            return Ok(Some(config));
+        }
+
+        Ok(None)
+    }
+
+    /// Save configuration to `spacetime.toml` in the specified directory.
+    pub fn save_to_dir(&self, dir: &Path) -> anyhow::Result<PathBuf> {
+        let path = dir.join(CONFIG_FILENAME);
+        let content = toml::to_string_pretty(self).context("Failed to serialize configuration")?;
+        fs::write(&path, content).with_context(|| format!("Failed to write {}", path.display()))?;
+        Ok(path)
+    }
+
+    /// Check if a config file exists in the directory
+    pub fn exists_in_dir(dir: &Path) -> bool {
+        dir.join(CONFIG_FILENAME).exists()
+    }
+
+    /// Get the path to the config file if it exists
+    pub fn get_config_path(dir: &Path) -> Option<PathBuf> {
+        let path = dir.join(CONFIG_FILENAME);
+        if path.exists() {
+            return Some(path);
+        }
+        None
+    }
+}
+
+/// Simple auto-detection for projects without `spacetime.toml`.
+pub fn detect_client_command(project_dir: &Path) -> Option<String> {
+    // JavaScript/TypeScript: package.json with "dev" script
+    let package_json = project_dir.join("package.json");
+    if package_json.exists() {
+        if let Ok(content) = fs::read_to_string(&package_json) {
+            if let Ok(json) = serde_json::from_str::<serde_json::Value>(&content) {
+                if json.get("scripts").and_then(|s| s.get("dev")).is_some() {
+                    return Some("npm run dev".to_string());
+                }
+            }
+        }
+    }
+
+    // Rust: Cargo.toml
+    if project_dir.join("Cargo.toml").exists() {
+        return Some("cargo run".to_string());
+    }
+
+    // C#: .csproj file
+    if let Ok(entries) = fs::read_dir(project_dir) {
+        for entry in entries.flatten() {
+            if entry.path().extension().is_some_and(|e| e == "csproj") {
+                return Some("dotnet run".to_string());
+            }
+        }
+    }
+
+    None
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use tempfile::tempdir;
+
+    #[test]
+    fn test_save_and_load() {
+        let dir = tempdir().unwrap();
+        let config = SpacetimeConfig::with_client_command("npm run dev");
+
+        config.save_to_dir(dir.path()).unwrap();
+
+        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap().unwrap();
+        assert_eq!(loaded.dev.client_command, Some("npm run dev".to_string()));
+    }
+
+    #[test]
+    fn test_load_missing_config() {
+        let dir = tempdir().unwrap();
+        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap();
+        assert!(loaded.is_none());
+    }
+
+    #[test]
+    fn test_exists_in_dir() {
+        let dir = tempdir().unwrap();
+        assert!(!SpacetimeConfig::exists_in_dir(dir.path()));
+
+        let config = SpacetimeConfig::with_client_command("npm run dev");
+        config.save_to_dir(dir.path()).unwrap();
+
+        assert!(SpacetimeConfig::exists_in_dir(dir.path()));
+    }
+}
diff --git a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
index 4a3eb6ffa21..e9d67fd0ca8 100644
--- a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
+++ b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
@@ -93,9 +93,27 @@ After completing setup, `spacetime dev`:
 - Builds and publishes your module to the database
 - Watches your source files for changes
 - Automatically rebuilds and republishes when you save changes
+- **Runs your client development server** (if configured)
 
 Your database will be available at `https://maincloud.spacetimedb.com`.
 
+### Client Development Server
+
+`spacetime dev` can automatically run your client's development server alongside the SpacetimeDB module. This is configured via the `spacetime.toml` file in your project root:
+
+```toml
+[dev]
+client_command = "npm run dev"
+```
+
+The client command can be:
+- Auto-detected from your project (package.json, Cargo.toml, .csproj)
+- Configured in `spacetime.toml`
+- Overridden via CLI flag: `spacetime dev --client-command "yarn dev"`
+- Disabled with: `spacetime dev --server-only`
+
+When you run `spacetime init` with a client template, you'll be prompted to configure the client command, which is then saved to `spacetime.toml`.
+
 ### Project Structure
 
 After initialization, your project will contain:
@@ -114,6 +132,7 @@ my-project/
 │   └── module_bindings/    # Generated client bindings
 ├── package.json
 ├── tsconfig.json
+├── spacetime.toml          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -128,6 +147,7 @@ my-project/
 ├── module_bindings/        # Generated client bindings
 ├── client.csproj
 ├── Program.cs
+├── spacetime.toml          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -143,6 +163,7 @@ my-project/
 ├── src/                    # Client code
 │   └── module_bindings/    # Generated client bindings
 ├── Cargo.toml
+├── spacetime.toml          # SpacetimeDB configuration
 ├── .gitignore
 └── README.md
 ```
diff --git a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
index 508f87a399f..25eb6fca118 100644
--- a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
+++ b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
@@ -243,6 +243,8 @@ Start development mode with auto-regenerate client module bindings, auto-rebuild
   Possible values: `always`, `on-conflict`, `never`
 
 * `-t`, `--template <TEMPLATE>` — Template ID or GitHub repository (owner/repo or URL) for project initialization
+* `--client-command <COMMAND>` — Command to run the client development server (overrides spacetime.toml config)
+* `--server-only` — Only run the server (module) without starting the client
 
 
 
diff --git a/templates/basic-c-sharp/spacetime.toml b/templates/basic-c-sharp/spacetime.toml
new file mode 100644
index 00000000000..3dc2be8eb05
--- /dev/null
+++ b/templates/basic-c-sharp/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "dotnet run"
diff --git a/templates/basic-react/spacetime.toml b/templates/basic-react/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/basic-react/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"
diff --git a/templates/basic-rust/spacetime.toml b/templates/basic-rust/spacetime.toml
new file mode 100644
index 00000000000..04780acc174
--- /dev/null
+++ b/templates/basic-rust/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "cargo run"
diff --git a/templates/basic-typescript/spacetime.toml b/templates/basic-typescript/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/basic-typescript/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"
diff --git a/templates/quickstart-chat-c-sharp/spacetime.toml b/templates/quickstart-chat-c-sharp/spacetime.toml
new file mode 100644
index 00000000000..3dc2be8eb05
--- /dev/null
+++ b/templates/quickstart-chat-c-sharp/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "dotnet run"
diff --git a/templates/quickstart-chat-rust/spacetime.toml b/templates/quickstart-chat-rust/spacetime.toml
new file mode 100644
index 00000000000..04780acc174
--- /dev/null
+++ b/templates/quickstart-chat-rust/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "cargo run"
diff --git a/templates/quickstart-chat-typescript/spacetime.toml b/templates/quickstart-chat-typescript/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/quickstart-chat-typescript/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"

From b7a48528eb07b5c0771260f34f92ed7662d769a8 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Fri, 16 Jan 2026 15:42:14 -0500
Subject: [PATCH 02/13] feat(cli): add client dev server support to spacetime
 dev

- Add --client-command flag to specify client dev command
- Add --server-only flag to skip client execution
- Add spacetime.toml config file for project settings
- Auto-detect client command from package.json/Cargo.toml/.csproj
- Save detected command to spacetime.toml for future runs
- Update spacetime init to set default client command
- Add spacetime.toml to all templates with appropriate defaults
- Update documentation
---
 crates/cli/src/subcommands/dev.rs             |  95 +++++++++++
 crates/cli/src/subcommands/init.rs            |  21 +++
 crates/cli/src/subcommands/mod.rs             |   1 +
 .../cli/src/subcommands/spacetime_config.rs   | 155 ++++++++++++++++++
 .../00100-databases/00200-spacetime-dev.md    |  21 +++
 .../00100-cli-reference.md                    |   2 +
 templates/basic-c-sharp/spacetime.toml        |   6 +
 templates/basic-react/spacetime.toml          |   6 +
 templates/basic-rust/spacetime.toml           |   6 +
 templates/basic-typescript/spacetime.toml     |   6 +
 .../quickstart-chat-c-sharp/spacetime.toml    |   6 +
 templates/quickstart-chat-rust/spacetime.toml |   6 +
 .../quickstart-chat-typescript/spacetime.toml |   6 +
 13 files changed, 337 insertions(+)
 create mode 100644 crates/cli/src/subcommands/spacetime_config.rs
 create mode 100644 templates/basic-c-sharp/spacetime.toml
 create mode 100644 templates/basic-react/spacetime.toml
 create mode 100644 templates/basic-rust/spacetime.toml
 create mode 100644 templates/basic-typescript/spacetime.toml
 create mode 100644 templates/quickstart-chat-c-sharp/spacetime.toml
 create mode 100644 templates/quickstart-chat-rust/spacetime.toml
 create mode 100644 templates/quickstart-chat-typescript/spacetime.toml

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 37ce4d3752a..417a9410f83 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -2,6 +2,7 @@ use crate::common_args::ClearMode;
 use crate::config::Config;
 use crate::generate::Language;
 use crate::subcommands::init;
+use crate::subcommands::spacetime_config::{detect_client_command, SpacetimeConfig};
 use crate::util::{
     add_auth_header_opt, database_identity, detect_module_language, get_auth_header, get_login_token_or_log_in,
     spacetime_reverse_dns, ResponseExt,
@@ -29,6 +30,7 @@ use tabled::{
     Table, Tabled,
 };
 use termcolor::{Color, ColorSpec, WriteColor};
+use tokio::process::{Child, Command as TokioCommand};
 use tokio::task::JoinHandle;
 use tokio::time::sleep;
 
@@ -86,6 +88,18 @@ pub fn cli() -> Command {
                 .value_name("TEMPLATE")
                 .help("Template ID or GitHub repository (owner/repo or URL) for project initialization"),
         )
+        .arg(
+            Arg::new("client-command")
+                .long("client-command")
+                .value_name("COMMAND")
+                .help("Command to run the client development server (overrides spacetime.toml config)"),
+        )
+        .arg(
+            Arg::new("server-only")
+                .long("server-only")
+                .action(clap::ArgAction::SetTrue)
+                .help("Only run the server (module) without starting the client"),
+        )
 }
 
 #[derive(Deserialize)]
@@ -259,12 +273,44 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
         );
     }
 
+    // Determine client command: CLI flag > config file > auto-detect (and save)
+    let server_only = args.get_flag("server-only");
+    let client_command = if server_only {
+        None
+    } else if let Some(cmd) = args.get_one::<String>("client-command") {
+        // Explicit CLI flag takes priority
+        Some(cmd.clone())
+    } else if let Some(cmd) = SpacetimeConfig::load_from_dir(&project_dir)
+        .ok()
+        .flatten()
+        .and_then(|c| c.dev.client_command)
+    {
+        // Config file exists with client_command
+        Some(cmd)
+    } else if let Some(detected) = detect_client_command(&project_dir) {
+        // No config - detect and save for future runs
+        let config = SpacetimeConfig::with_client_command(&detected);
+        if let Ok(path) = config.save_to_dir(&project_dir) {
+            println!(
+                "{} Detected client command and saved to {}",
+                "✓".green(),
+                path.display()
+            );
+        }
+        Some(detected)
+    } else {
+        None
+    };
+
     println!("\n{}", "Starting development mode...".green().bold());
     println!("Database: {}", database_name.cyan());
     println!(
         "Watching for changes in: {}",
         spacetimedb_dir.display().to_string().cyan()
     );
+    if let Some(ref cmd) = client_command {
+        println!("Client command: {}", cmd.cyan());
+    }
     println!("{}", "Press Ctrl+C to stop".dimmed());
     println!();
 
@@ -286,6 +332,13 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     let db_identity = database_identity(&config, &database_name, Some(resolved_server)).await?;
     let _log_handle = start_log_stream(config.clone(), db_identity.to_hex().to_string(), Some(resolved_server)).await?;
 
+    // Start the client development server if configured
+    let _client_handle = if let Some(ref cmd) = client_command {
+        Some(start_client_process(cmd, &project_dir)?)
+    } else {
+        None
+    };
+
     let (tx, rx) = channel();
     let mut watcher: RecommendedWatcher = Watcher::new(
         move |res: Result<Event, notify::Error>| {
@@ -738,3 +791,45 @@ fn generate_database_name() -> String {
     let mut generator = names::Generator::with_naming(names::Name::Numbered);
     generator.next().unwrap()
 }
+
+/// Start the client development server as a child process.
+/// The process inherits stdout/stderr so the user can see the output.
+fn start_client_process(command: &str, working_dir: &Path) -> Result<Child, anyhow::Error> {
+    println!("{} {}", "Starting client:".cyan(), command.to_string().dimmed());
+
+    let parts: Vec<&str> = command.split_whitespace().collect();
+    if parts.is_empty() {
+        anyhow::bail!("Empty client command");
+    }
+
+    let program = parts[0];
+    let args = &parts[1..];
+
+    // On Windows, use cmd /C to resolve .cmd/.bat scripts (like npm)
+    #[cfg(windows)]
+    let child = TokioCommand::new("cmd")
+        .arg("/C")
+        .arg(program)
+        .args(args)
+        .current_dir(working_dir)
+        .stdout(std::process::Stdio::inherit())
+        .stderr(std::process::Stdio::inherit())
+        .stdin(std::process::Stdio::null())
+        .kill_on_drop(true)
+        .spawn()
+        .with_context(|| format!("Failed to start client command: {}", command))?;
+
+    // On Unix, run the program directly
+    #[cfg(not(windows))]
+    let child = TokioCommand::new(program)
+        .args(args)
+        .current_dir(working_dir)
+        .stdout(std::process::Stdio::inherit())
+        .stderr(std::process::Stdio::inherit())
+        .stdin(std::process::Stdio::null())
+        .kill_on_drop(true)
+        .spawn()
+        .with_context(|| format!("Failed to start client command: {}", command))?;
+
+    Ok(child)
+}
diff --git a/crates/cli/src/subcommands/init.rs b/crates/cli/src/subcommands/init.rs
index 8530bde2933..f5ae521ed07 100644
--- a/crates/cli/src/subcommands/init.rs
+++ b/crates/cli/src/subcommands/init.rs
@@ -16,6 +16,7 @@ use toml_edit::{value, DocumentMut, Item};
 use xmltree::{Element, XMLNode};
 
 use crate::subcommands::login::{spacetimedb_login_force, DEFAULT_AUTH_HOST};
+use crate::subcommands::spacetime_config::SpacetimeConfig;
 
 mod embedded {
     include!(concat!(env!("OUT_DIR"), "/embedded_templates.rs"));
@@ -525,6 +526,13 @@ pub async fn exec_init(config: &mut Config, args: &ArgMatches, is_interactive: b
         install_typescript_dependencies(&server_dir, pm)?;
     }
 
+    // Configure client dev command if a client is present
+    if !is_server_only {
+        if let Some(client_lang) = &template_config.client_lang {
+            setup_spacetime_config(&project_path, client_lang)?;
+        }
+    }
+
     Ok(project_path)
 }
 
@@ -1722,3 +1730,16 @@ fn strip_mdc_frontmatter(content: &str) -> &str {
     }
     content
 }
+
+/// Set up the spacetime.toml configuration file with the client dev command.
+fn setup_spacetime_config(project_path: &Path, client_lang: &ClientLanguage) -> anyhow::Result<()> {
+    let client_command = match client_lang {
+        ClientLanguage::TypeScript => "npm run dev",
+        ClientLanguage::Rust => "cargo run",
+        ClientLanguage::Csharp => "dotnet run",
+    };
+
+    let config = SpacetimeConfig::with_client_command(client_command);
+    config.save_to_dir(project_path)?;
+    Ok(())
+}
diff --git a/crates/cli/src/subcommands/mod.rs b/crates/cli/src/subcommands/mod.rs
index a50910ce8bd..346cbabd229 100644
--- a/crates/cli/src/subcommands/mod.rs
+++ b/crates/cli/src/subcommands/mod.rs
@@ -14,6 +14,7 @@ pub mod logs;
 pub mod publish;
 pub mod repl;
 pub mod server;
+pub mod spacetime_config;
 pub mod sql;
 pub mod start;
 pub mod subscribe;
diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
new file mode 100644
index 00000000000..0d3012670fc
--- /dev/null
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -0,0 +1,155 @@
+//! SpacetimeDB project configuration file handling.
+//!
+//! This module handles loading and saving `spacetime.toml` configuration files.
+//! The config file is placed in the project root (same level as `spacetimedb/` directory).
+
+use anyhow::Context;
+use serde::{Deserialize, Serialize};
+use std::fs;
+use std::path::{Path, PathBuf};
+
+/// The filename for configuration
+pub const CONFIG_FILENAME: &str = "spacetime.toml";
+
+/// Development mode configuration
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct DevConfig {
+    /// The command to run the client development server.
+    /// Example: "npm run dev", "pnpm dev", "cargo run"
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub client_command: Option<String>,
+}
+
+/// Root configuration structure
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct SpacetimeConfig {
+    /// Development mode configuration
+    #[serde(default, skip_serializing_if = "DevConfig::is_empty")]
+    pub dev: DevConfig,
+}
+
+impl DevConfig {
+    fn is_empty(&self) -> bool {
+        self.client_command.is_none()
+    }
+}
+
+impl SpacetimeConfig {
+    /// Create a new empty configuration
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    /// Create a configuration with a client command
+    pub fn with_client_command(client_command: impl Into<String>) -> Self {
+        Self {
+            dev: DevConfig {
+                client_command: Some(client_command.into()),
+            },
+        }
+    }
+
+    /// Load configuration from a directory.
+    /// Returns `None` if no config file exists.
+    pub fn load_from_dir(dir: &Path) -> anyhow::Result<Option<Self>> {
+        let config_path = dir.join(CONFIG_FILENAME);
+
+        if config_path.exists() {
+            let content =
+                fs::read_to_string(&config_path).with_context(|| format!("Failed to read {}", config_path.display()))?;
+            let config: SpacetimeConfig =
+                toml::from_str(&content).with_context(|| format!("Failed to parse {}", config_path.display()))?;
+            return Ok(Some(config));
+        }
+
+        Ok(None)
+    }
+
+    /// Save configuration to `spacetime.toml` in the specified directory.
+    pub fn save_to_dir(&self, dir: &Path) -> anyhow::Result<PathBuf> {
+        let path = dir.join(CONFIG_FILENAME);
+        let content = toml::to_string_pretty(self).context("Failed to serialize configuration")?;
+        fs::write(&path, content).with_context(|| format!("Failed to write {}", path.display()))?;
+        Ok(path)
+    }
+
+    /// Check if a config file exists in the directory
+    pub fn exists_in_dir(dir: &Path) -> bool {
+        dir.join(CONFIG_FILENAME).exists()
+    }
+
+    /// Get the path to the config file if it exists
+    pub fn get_config_path(dir: &Path) -> Option<PathBuf> {
+        let path = dir.join(CONFIG_FILENAME);
+        if path.exists() {
+            return Some(path);
+        }
+        None
+    }
+}
+
+/// Simple auto-detection for projects without `spacetime.toml`.
+pub fn detect_client_command(project_dir: &Path) -> Option<String> {
+    // JavaScript/TypeScript: package.json with "dev" script
+    let package_json = project_dir.join("package.json");
+    if package_json.exists() {
+        if let Ok(content) = fs::read_to_string(&package_json) {
+            if let Ok(json) = serde_json::from_str::<serde_json::Value>(&content) {
+                if json.get("scripts").and_then(|s| s.get("dev")).is_some() {
+                    return Some("npm run dev".to_string());
+                }
+            }
+        }
+    }
+
+    // Rust: Cargo.toml
+    if project_dir.join("Cargo.toml").exists() {
+        return Some("cargo run".to_string());
+    }
+
+    // C#: .csproj file
+    if let Ok(entries) = fs::read_dir(project_dir) {
+        for entry in entries.flatten() {
+            if entry.path().extension().is_some_and(|e| e == "csproj") {
+                return Some("dotnet run".to_string());
+            }
+        }
+    }
+
+    None
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use tempfile::tempdir;
+
+    #[test]
+    fn test_save_and_load() {
+        let dir = tempdir().unwrap();
+        let config = SpacetimeConfig::with_client_command("npm run dev");
+
+        config.save_to_dir(dir.path()).unwrap();
+
+        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap().unwrap();
+        assert_eq!(loaded.dev.client_command, Some("npm run dev".to_string()));
+    }
+
+    #[test]
+    fn test_load_missing_config() {
+        let dir = tempdir().unwrap();
+        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap();
+        assert!(loaded.is_none());
+    }
+
+    #[test]
+    fn test_exists_in_dir() {
+        let dir = tempdir().unwrap();
+        assert!(!SpacetimeConfig::exists_in_dir(dir.path()));
+
+        let config = SpacetimeConfig::with_client_command("npm run dev");
+        config.save_to_dir(dir.path()).unwrap();
+
+        assert!(SpacetimeConfig::exists_in_dir(dir.path()));
+    }
+}
diff --git a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
index 4a3eb6ffa21..e965f0d8388 100644
--- a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
+++ b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
@@ -93,9 +93,27 @@ After completing setup, `spacetime dev`:
 - Builds and publishes your module to the database
 - Watches your source files for changes
 - Automatically rebuilds and republishes when you save changes
+- **Runs your client development server** (if configured)
 
 Your database will be available at `https://maincloud.spacetimedb.com`.
 
+### Client Development Server
+
+`spacetime dev` can automatically run your client's development server alongside the SpacetimeDB module. This is configured via the `spacetime.toml` file in your project root:
+
+```toml
+[dev]
+client_command = "npm run dev"
+```
+
+The client command can be:
+- Auto-detected from your project (package.json, Cargo.toml, .csproj)
+- Configured in `spacetime.toml`
+- Overridden via CLI flag: `spacetime dev --client-command "yarn dev"`
+- Disabled with: `spacetime dev --server-only`
+
+When you run `spacetime init` with a client template, a default client command is automatically configured in `spacetime.toml` based on your project type.
+
 ### Project Structure
 
 After initialization, your project will contain:
@@ -114,6 +132,7 @@ my-project/
 │   └── module_bindings/    # Generated client bindings
 ├── package.json
 ├── tsconfig.json
+├── spacetime.toml          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -128,6 +147,7 @@ my-project/
 ├── module_bindings/        # Generated client bindings
 ├── client.csproj
 ├── Program.cs
+├── spacetime.toml          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -143,6 +163,7 @@ my-project/
 ├── src/                    # Client code
 │   └── module_bindings/    # Generated client bindings
 ├── Cargo.toml
+├── spacetime.toml          # SpacetimeDB configuration
 ├── .gitignore
 └── README.md
 ```
diff --git a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
index 508f87a399f..25eb6fca118 100644
--- a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
+++ b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
@@ -243,6 +243,8 @@ Start development mode with auto-regenerate client module bindings, auto-rebuild
   Possible values: `always`, `on-conflict`, `never`
 
 * `-t`, `--template <TEMPLATE>` — Template ID or GitHub repository (owner/repo or URL) for project initialization
+* `--client-command <COMMAND>` — Command to run the client development server (overrides spacetime.toml config)
+* `--server-only` — Only run the server (module) without starting the client
 
 
 
diff --git a/templates/basic-c-sharp/spacetime.toml b/templates/basic-c-sharp/spacetime.toml
new file mode 100644
index 00000000000..3dc2be8eb05
--- /dev/null
+++ b/templates/basic-c-sharp/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "dotnet run"
diff --git a/templates/basic-react/spacetime.toml b/templates/basic-react/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/basic-react/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"
diff --git a/templates/basic-rust/spacetime.toml b/templates/basic-rust/spacetime.toml
new file mode 100644
index 00000000000..04780acc174
--- /dev/null
+++ b/templates/basic-rust/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "cargo run"
diff --git a/templates/basic-typescript/spacetime.toml b/templates/basic-typescript/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/basic-typescript/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"
diff --git a/templates/quickstart-chat-c-sharp/spacetime.toml b/templates/quickstart-chat-c-sharp/spacetime.toml
new file mode 100644
index 00000000000..3dc2be8eb05
--- /dev/null
+++ b/templates/quickstart-chat-c-sharp/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "dotnet run"
diff --git a/templates/quickstart-chat-rust/spacetime.toml b/templates/quickstart-chat-rust/spacetime.toml
new file mode 100644
index 00000000000..04780acc174
--- /dev/null
+++ b/templates/quickstart-chat-rust/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "cargo run"
diff --git a/templates/quickstart-chat-typescript/spacetime.toml b/templates/quickstart-chat-typescript/spacetime.toml
new file mode 100644
index 00000000000..cb82f37ce23
--- /dev/null
+++ b/templates/quickstart-chat-typescript/spacetime.toml
@@ -0,0 +1,6 @@
+# SpacetimeDB project configuration
+# See https://spacetimedb.com/docs for more information
+
+[dev]
+# Command to run the client development server alongside `spacetime dev`
+client_command = "npm run dev"

From 6012e393efc86f27712ecf90bae90c48dfdd8577 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Fri, 16 Jan 2026 15:50:16 -0500
Subject: [PATCH 03/13] remove tomls from templates (they are generated
 automatically)

---
 templates/basic-c-sharp/spacetime.toml              | 6 ------
 templates/basic-react/spacetime.toml                | 6 ------
 templates/basic-rust/spacetime.toml                 | 6 ------
 templates/basic-typescript/spacetime.toml           | 6 ------
 templates/quickstart-chat-c-sharp/spacetime.toml    | 6 ------
 templates/quickstart-chat-rust/spacetime.toml       | 6 ------
 templates/quickstart-chat-typescript/spacetime.toml | 6 ------
 7 files changed, 42 deletions(-)
 delete mode 100644 templates/basic-c-sharp/spacetime.toml
 delete mode 100644 templates/basic-react/spacetime.toml
 delete mode 100644 templates/basic-rust/spacetime.toml
 delete mode 100644 templates/basic-typescript/spacetime.toml
 delete mode 100644 templates/quickstart-chat-c-sharp/spacetime.toml
 delete mode 100644 templates/quickstart-chat-rust/spacetime.toml
 delete mode 100644 templates/quickstart-chat-typescript/spacetime.toml

diff --git a/templates/basic-c-sharp/spacetime.toml b/templates/basic-c-sharp/spacetime.toml
deleted file mode 100644
index 3dc2be8eb05..00000000000
--- a/templates/basic-c-sharp/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "dotnet run"
diff --git a/templates/basic-react/spacetime.toml b/templates/basic-react/spacetime.toml
deleted file mode 100644
index cb82f37ce23..00000000000
--- a/templates/basic-react/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "npm run dev"
diff --git a/templates/basic-rust/spacetime.toml b/templates/basic-rust/spacetime.toml
deleted file mode 100644
index 04780acc174..00000000000
--- a/templates/basic-rust/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "cargo run"
diff --git a/templates/basic-typescript/spacetime.toml b/templates/basic-typescript/spacetime.toml
deleted file mode 100644
index cb82f37ce23..00000000000
--- a/templates/basic-typescript/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "npm run dev"
diff --git a/templates/quickstart-chat-c-sharp/spacetime.toml b/templates/quickstart-chat-c-sharp/spacetime.toml
deleted file mode 100644
index 3dc2be8eb05..00000000000
--- a/templates/quickstart-chat-c-sharp/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "dotnet run"
diff --git a/templates/quickstart-chat-rust/spacetime.toml b/templates/quickstart-chat-rust/spacetime.toml
deleted file mode 100644
index 04780acc174..00000000000
--- a/templates/quickstart-chat-rust/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "cargo run"
diff --git a/templates/quickstart-chat-typescript/spacetime.toml b/templates/quickstart-chat-typescript/spacetime.toml
deleted file mode 100644
index cb82f37ce23..00000000000
--- a/templates/quickstart-chat-typescript/spacetime.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-# SpacetimeDB project configuration
-# See https://spacetimedb.com/docs for more information
-
-[dev]
-# Command to run the client development server alongside `spacetime dev`
-client_command = "npm run dev"

From 4e429b710df483c70fdb144a3a05801c9d66dfb1 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Fri, 16 Jan 2026 17:41:18 -0500
Subject: [PATCH 04/13] Fixes

- Client environment variables: The dev command now sets SPACETIMEDB_DB_NAME and SPACETIMEDB_HOST environment variables when spawning the client process. This fixes Rust and C# clients which read these env vars to determine which database to connect to. Previously, they would fall back to hardcoded defaults (e.g., quickstart-chat) and fail to connect.

- C# module file watching: The file watcher now correctly handles C# modules which have source files directly in spacetimedb/ rather than in spacetimedb/src/. Previously, watching spacetimedb/src/ would fail with "Input watch path is neither a file nor a directory" for C# projects.
---
 crates/cli/src/subcommands/dev.rs | 24 +++++++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 417a9410f83..ddedb9d032d 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -333,8 +333,9 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     let _log_handle = start_log_stream(config.clone(), db_identity.to_hex().to_string(), Some(resolved_server)).await?;
 
     // Start the client development server if configured
+    let server_host_url = config.get_host_url(Some(resolved_server))?;
     let _client_handle = if let Some(ref cmd) = client_command {
-        Some(start_client_process(cmd, &project_dir)?)
+        Some(start_client_process(cmd, &project_dir, &database_name, &server_host_url)?)
     } else {
         None
     };
@@ -354,8 +355,15 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
         notify::Config::default().with_poll_interval(Duration::from_millis(500)),
     )?;
 
+    // Watch the appropriate directory based on project structure
+    // Rust/TypeScript modules have source in `src/`, C# modules have `*.cs` directly in the module dir
     let src_dir = spacetimedb_dir.join("src");
-    watcher.watch(&src_dir, RecursiveMode::Recursive)?;
+    let watch_dir = if src_dir.exists() && src_dir.is_dir() {
+        src_dir
+    } else {
+        spacetimedb_dir.to_path_buf()
+    };
+    watcher.watch(&watch_dir, RecursiveMode::Recursive)?;
 
     println!("{}", "Watching for file changes...".dimmed());
 
@@ -794,7 +802,13 @@ fn generate_database_name() -> String {
 
 /// Start the client development server as a child process.
 /// The process inherits stdout/stderr so the user can see the output.
-fn start_client_process(command: &str, working_dir: &Path) -> Result<Child, anyhow::Error> {
+/// Sets SPACETIMEDB_DB_NAME and SPACETIMEDB_HOST environment variables for the client.
+fn start_client_process(
+    command: &str,
+    working_dir: &Path,
+    database_name: &str,
+    host_url: &str,
+) -> Result<Child, anyhow::Error> {
     println!("{} {}", "Starting client:".cyan(), command.to_string().dimmed());
 
     let parts: Vec<&str> = command.split_whitespace().collect();
@@ -812,6 +826,8 @@ fn start_client_process(command: &str, working_dir: &Path) -> Result<Child, anyh
         .arg(program)
         .args(args)
         .current_dir(working_dir)
+        .env("SPACETIMEDB_DB_NAME", database_name)
+        .env("SPACETIMEDB_HOST", host_url)
         .stdout(std::process::Stdio::inherit())
         .stderr(std::process::Stdio::inherit())
         .stdin(std::process::Stdio::null())
@@ -824,6 +840,8 @@ fn start_client_process(command: &str, working_dir: &Path) -> Result<Child, anyh
     let child = TokioCommand::new(program)
         .args(args)
         .current_dir(working_dir)
+        .env("SPACETIMEDB_DB_NAME", database_name)
+        .env("SPACETIMEDB_HOST", host_url)
         .stdout(std::process::Stdio::inherit())
         .stderr(std::process::Stdio::inherit())
         .stdin(std::process::Stdio::null())

From 02307d5754f10a7551ce989e4518f25613d35f68 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Fri, 16 Jan 2026 17:42:23 -0500
Subject: [PATCH 05/13] fmt

---
 crates/cli/src/subcommands/dev.rs              | 7 ++++++-
 crates/cli/src/subcommands/spacetime_config.rs | 4 ++--
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index ddedb9d032d..f5f8396bb43 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -335,7 +335,12 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     // Start the client development server if configured
     let server_host_url = config.get_host_url(Some(resolved_server))?;
     let _client_handle = if let Some(ref cmd) = client_command {
-        Some(start_client_process(cmd, &project_dir, &database_name, &server_host_url)?)
+        Some(start_client_process(
+            cmd,
+            &project_dir,
+            &database_name,
+            &server_host_url,
+        )?)
     } else {
         None
     };
diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
index 0d3012670fc..1278796fa7f 100644
--- a/crates/cli/src/subcommands/spacetime_config.rs
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -55,8 +55,8 @@ impl SpacetimeConfig {
         let config_path = dir.join(CONFIG_FILENAME);
 
         if config_path.exists() {
-            let content =
-                fs::read_to_string(&config_path).with_context(|| format!("Failed to read {}", config_path.display()))?;
+            let content = fs::read_to_string(&config_path)
+                .with_context(|| format!("Failed to read {}", config_path.display()))?;
             let config: SpacetimeConfig =
                 toml::from_str(&content).with_context(|| format!("Failed to parse {}", config_path.display()))?;
             return Ok(Some(config));

From dfc4a08d3e9224c4d524ed93aca10c82767c59fc Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 12:35:39 -0500
Subject: [PATCH 06/13] run

---
 crates/cli/src/subcommands/dev.rs | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index f5f8396bb43..5177aca843f 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -92,7 +92,7 @@ pub fn cli() -> Command {
             Arg::new("client-command")
                 .long("client-command")
                 .value_name("COMMAND")
-                .help("Command to run the client development server (overrides spacetime.toml config)"),
+                .help("Command to run the client development server (overrides spacetime.json config)"),
         )
         .arg(
             Arg::new("server-only")
@@ -283,13 +283,13 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     } else if let Some(cmd) = SpacetimeConfig::load_from_dir(&project_dir)
         .ok()
         .flatten()
-        .and_then(|c| c.dev.client_command)
+        .and_then(|c| c.run)
     {
-        // Config file exists with client_command
+        // Config file exists with run command
         Some(cmd)
-    } else if let Some(detected) = detect_client_command(&project_dir) {
+    } else if let Some((detected_cmd, detected_pm)) = detect_client_command(&project_dir) {
         // No config - detect and save for future runs
-        let config = SpacetimeConfig::with_client_command(&detected);
+        let config = SpacetimeConfig::with_dev_config(&detected_cmd, detected_pm);
         if let Ok(path) = config.save_to_dir(&project_dir) {
             println!(
                 "{} Detected client command and saved to {}",
@@ -297,7 +297,7 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
                 path.display()
             );
         }
-        Some(detected)
+        Some(detected_cmd)
     } else {
         None
     };

From f5ea003a1c9944fbd7342c21b300174905f4f457 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 12:41:11 -0500
Subject: [PATCH 07/13] spacetime config -> json

---
 crates/cli/src/subcommands/init.rs            |  95 ++++++-----
 .../cli/src/subcommands/spacetime_config.rs   | 156 +++++++++++++-----
 2 files changed, 166 insertions(+), 85 deletions(-)

diff --git a/crates/cli/src/subcommands/init.rs b/crates/cli/src/subcommands/init.rs
index f5ae521ed07..a3a6982ea29 100644
--- a/crates/cli/src/subcommands/init.rs
+++ b/crates/cli/src/subcommands/init.rs
@@ -10,13 +10,13 @@ use reqwest::Url;
 use serde::{Deserialize, Serialize};
 use serde_json::json;
 use std::collections::HashMap;
+use std::fs;
 use std::path::{Path, PathBuf};
-use std::{fmt, fs};
 use toml_edit::{value, DocumentMut, Item};
 use xmltree::{Element, XMLNode};
 
 use crate::subcommands::login::{spacetimedb_login_force, DEFAULT_AUTH_HOST};
-use crate::subcommands::spacetime_config::SpacetimeConfig;
+use crate::subcommands::spacetime_config::{detect_client_command, PackageManager, SpacetimeConfig};
 
 mod embedded {
     include!(concat!(env!("OUT_DIR"), "/embedded_templates.rs"));
@@ -344,26 +344,6 @@ fn run_pm(pm: PackageManager, args: &[&str], cwd: &Path) -> std::io::Result<std:
         .status()
 }
 
-#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
-pub enum PackageManager {
-    Npm,
-    Pnpm,
-    Yarn,
-    Bun,
-}
-
-impl fmt::Display for PackageManager {
-    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        let s = match self {
-            PackageManager::Npm => "npm",
-            PackageManager::Pnpm => "pnpm",
-            PackageManager::Yarn => "yarn",
-            PackageManager::Bun => "bun",
-        };
-        write!(f, "{s}")
-    }
-}
-
 pub fn prompt_for_typescript_package_manager() -> anyhow::Result<Option<PackageManager>> {
     println!(
         "\n{}",
@@ -489,6 +469,16 @@ pub async fn exec_init(config: &mut Config, args: &ArgMatches, is_interactive: b
     )?;
     init_from_template(&template_config, &template_config.project_path, is_server_only).await?;
 
+    // Determine package manager for TypeScript projects
+    let uses_typescript = template_config.server_lang == Some(ServerLanguage::TypeScript)
+        || template_config.client_lang == Some(ClientLanguage::TypeScript);
+
+    let package_manager = if uses_typescript && is_interactive {
+        prompt_for_typescript_package_manager()?
+    } else {
+        None
+    };
+
     if template_config.server_lang == Some(ServerLanguage::TypeScript)
         && template_config.client_lang == Some(ClientLanguage::TypeScript)
     {
@@ -496,40 +486,42 @@ pub async fn exec_init(config: &mut Config, args: &ArgMatches, is_interactive: b
         // NOTE: All server templates must have their server code in `spacetimedb/` directory
         // This is not a requirement in general, but is a requirement for all templates
         // i.e. `spacetime dev` is valid on non-templates.
-        let pm = if is_interactive {
-            prompt_for_typescript_package_manager()?
-        } else {
-            None
-        };
-        let client_dir = template_config.project_path;
+        let client_dir = &template_config.project_path;
         let server_dir = client_dir.join("spacetimedb");
-        install_typescript_dependencies(&server_dir, pm)?;
-        install_typescript_dependencies(&client_dir, pm)?;
+        install_typescript_dependencies(&server_dir, package_manager)?;
+        install_typescript_dependencies(client_dir, package_manager)?;
     } else if template_config.client_lang == Some(ClientLanguage::TypeScript) {
-        let pm = if is_interactive {
-            prompt_for_typescript_package_manager()?
-        } else {
-            None
-        };
-        let client_dir = template_config.project_path;
-        install_typescript_dependencies(&client_dir, pm)?;
+        let client_dir = &template_config.project_path;
+        install_typescript_dependencies(client_dir, package_manager)?;
     } else if template_config.server_lang == Some(ServerLanguage::TypeScript) {
-        let pm = if is_interactive {
-            prompt_for_typescript_package_manager()?
-        } else {
-            None
-        };
         // NOTE: All server templates must have their server code in `spacetimedb/` directory
         // This is not a requirement in general, but is a requirement for all templates
         // i.e. `spacetime dev` is valid on non-templates.
         let server_dir = template_config.project_path.join("spacetimedb");
-        install_typescript_dependencies(&server_dir, pm)?;
+        install_typescript_dependencies(&server_dir, package_manager)?;
     }
 
     // Configure client dev command if a client is present
     if !is_server_only {
         if let Some(client_lang) = &template_config.client_lang {
-            setup_spacetime_config(&project_path, client_lang)?;
+            println!(
+                "{} Creating spacetime.json for {:?} client...",
+                "✓".green(),
+                client_lang
+            );
+            setup_spacetime_config(&project_path, client_lang, package_manager)?;
+        } else if project_path.join("package.json").exists() {
+            // Even without a client_lang, if there's a package.json with a dev script,
+            // create the config so spacetime dev can run the client
+            if let Some((detected_cmd, detected_pm)) = detect_client_command(&project_path) {
+                println!(
+                    "{} Auto-detected client command, creating spacetime.json...",
+                    "✓".green()
+                );
+                let pm = package_manager.or(detected_pm);
+                let config = SpacetimeConfig::with_dev_config(&detected_cmd, pm);
+                config.save_to_dir(&project_path)?;
+            }
         }
     }
 
@@ -1731,15 +1723,22 @@ fn strip_mdc_frontmatter(content: &str) -> &str {
     content
 }
 
-/// Set up the spacetime.toml configuration file with the client dev command.
-fn setup_spacetime_config(project_path: &Path, client_lang: &ClientLanguage) -> anyhow::Result<()> {
+/// Set up the spacetime.json configuration file with the client dev command.
+fn setup_spacetime_config(
+    project_path: &Path,
+    client_lang: &ClientLanguage,
+    package_manager: Option<PackageManager>,
+) -> anyhow::Result<()> {
     let client_command = match client_lang {
-        ClientLanguage::TypeScript => "npm run dev",
+        ClientLanguage::TypeScript => {
+            // Use the package manager's dev command if specified, otherwise default to npm
+            package_manager.map(|pm| pm.run_dev_command()).unwrap_or("npm run dev")
+        }
         ClientLanguage::Rust => "cargo run",
         ClientLanguage::Csharp => "dotnet run",
     };
 
-    let config = SpacetimeConfig::with_client_command(client_command);
+    let config = SpacetimeConfig::with_dev_config(client_command, package_manager);
     config.save_to_dir(project_path)?;
     Ok(())
 }
diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
index 1278796fa7f..c2b36a1c752 100644
--- a/crates/cli/src/subcommands/spacetime_config.rs
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -1,37 +1,88 @@
 //! SpacetimeDB project configuration file handling.
 //!
-//! This module handles loading and saving `spacetime.toml` configuration files.
+//! This module handles loading and saving `spacetime.json` configuration files.
 //! The config file is placed in the project root (same level as `spacetimedb/` directory).
 
 use anyhow::Context;
 use serde::{Deserialize, Serialize};
+use std::fmt;
 use std::fs;
 use std::path::{Path, PathBuf};
 
 /// The filename for configuration
-pub const CONFIG_FILENAME: &str = "spacetime.toml";
-
-/// Development mode configuration
-#[derive(Debug, Clone, Default, Serialize, Deserialize)]
-pub struct DevConfig {
-    /// The command to run the client development server.
-    /// Example: "npm run dev", "pnpm dev", "cargo run"
-    #[serde(default, skip_serializing_if = "Option::is_none")]
-    pub client_command: Option<String>,
+pub const CONFIG_FILENAME: &str = "spacetime.json";
+
+/// Supported package managers for JavaScript/TypeScript projects
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
+#[serde(rename_all = "lowercase")]
+pub enum PackageManager {
+    Npm,
+    Pnpm,
+    Yarn,
+    Bun,
 }
 
-/// Root configuration structure
-#[derive(Debug, Clone, Default, Serialize, Deserialize)]
-pub struct SpacetimeConfig {
-    /// Development mode configuration
-    #[serde(default, skip_serializing_if = "DevConfig::is_empty")]
-    pub dev: DevConfig,
+impl fmt::Display for PackageManager {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let s = match self {
+            PackageManager::Npm => "npm",
+            PackageManager::Pnpm => "pnpm",
+            PackageManager::Yarn => "yarn",
+            PackageManager::Bun => "bun",
+        };
+        write!(f, "{s}")
+    }
 }
 
-impl DevConfig {
-    fn is_empty(&self) -> bool {
-        self.client_command.is_none()
+impl PackageManager {
+    /// Parse a package manager from a string
+    pub fn from_str(s: &str) -> Option<Self> {
+        match s.to_lowercase().as_str() {
+            "npm" => Some(PackageManager::Npm),
+            "pnpm" => Some(PackageManager::Pnpm),
+            "yarn" => Some(PackageManager::Yarn),
+            "bun" => Some(PackageManager::Bun),
+            _ => None,
+        }
     }
+
+    /// Get the command to run a dev script
+    pub fn run_dev_command(&self) -> &'static str {
+        match self {
+            PackageManager::Npm => "npm run dev",
+            PackageManager::Pnpm => "pnpm run dev",
+            PackageManager::Yarn => "yarn dev",
+            PackageManager::Bun => "bun run dev",
+        }
+    }
+
+    /// Get the install command
+    pub fn install_command(&self) -> &'static str {
+        match self {
+            PackageManager::Npm => "npm install",
+            PackageManager::Pnpm => "pnpm install",
+            PackageManager::Yarn => "yarn install",
+            PackageManager::Bun => "bun install",
+        }
+    }
+}
+
+/// Root configuration structure for spacetime.json
+///
+/// Example:
+/// ```json
+/// {
+///   // Command to run the client development server
+///   "run": "pnpm dev"
+/// }
+/// ```
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct SpacetimeConfig {
+    /// The command to run the client development server.
+    /// This is used by `spacetime dev` to start the client after publishing.
+    /// Example: "npm run dev", "pnpm dev", "cargo run"
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub run: Option<String>,
 }
 
 impl SpacetimeConfig {
@@ -40,12 +91,17 @@ impl SpacetimeConfig {
         Self::default()
     }
 
-    /// Create a configuration with a client command
-    pub fn with_client_command(client_command: impl Into<String>) -> Self {
+    /// Create a configuration with a run command
+    pub fn with_run_command(run_command: impl Into<String>) -> Self {
+        Self {
+            run: Some(run_command.into()),
+        }
+    }
+
+    /// Create a configuration with dev settings (for backward compatibility)
+    pub fn with_dev_config(client_command: impl Into<String>, _package_manager: Option<PackageManager>) -> Self {
         Self {
-            dev: DevConfig {
-                client_command: Some(client_command.into()),
-            },
+            run: Some(client_command.into()),
         }
     }
 
@@ -57,18 +113,18 @@ impl SpacetimeConfig {
         if config_path.exists() {
             let content = fs::read_to_string(&config_path)
                 .with_context(|| format!("Failed to read {}", config_path.display()))?;
-            let config: SpacetimeConfig =
-                toml::from_str(&content).with_context(|| format!("Failed to parse {}", config_path.display()))?;
+            let config: SpacetimeConfig = serde_json::from_str(&content)
+                .with_context(|| format!("Failed to parse {}", config_path.display()))?;
             return Ok(Some(config));
         }
 
         Ok(None)
     }
 
-    /// Save configuration to `spacetime.toml` in the specified directory.
+    /// Save configuration to `spacetime.json` in the specified directory.
     pub fn save_to_dir(&self, dir: &Path) -> anyhow::Result<PathBuf> {
         let path = dir.join(CONFIG_FILENAME);
-        let content = toml::to_string_pretty(self).context("Failed to serialize configuration")?;
+        let content = serde_json::to_string_pretty(self).context("Failed to serialize configuration")?;
         fs::write(&path, content).with_context(|| format!("Failed to write {}", path.display()))?;
         Ok(path)
     }
@@ -88,15 +144,41 @@ impl SpacetimeConfig {
     }
 }
 
-/// Simple auto-detection for projects without `spacetime.toml`.
-pub fn detect_client_command(project_dir: &Path) -> Option<String> {
+/// Detect the package manager from lock files in the project directory.
+pub fn detect_package_manager(project_dir: &Path) -> Option<PackageManager> {
+    // Check for lock files in order of preference
+    if project_dir.join("pnpm-lock.yaml").exists() {
+        return Some(PackageManager::Pnpm);
+    }
+    if project_dir.join("yarn.lock").exists() {
+        return Some(PackageManager::Yarn);
+    }
+    if project_dir.join("bun.lockb").exists() || project_dir.join("bun.lock").exists() {
+        return Some(PackageManager::Bun);
+    }
+    if project_dir.join("package-lock.json").exists() {
+        return Some(PackageManager::Npm);
+    }
+    // Default to npm if package.json exists but no lock file
+    if project_dir.join("package.json").exists() {
+        return Some(PackageManager::Npm);
+    }
+    None
+}
+
+/// Simple auto-detection for projects without `spacetime.json`.
+/// Returns the client command and optionally the detected package manager.
+pub fn detect_client_command(project_dir: &Path) -> Option<(String, Option<PackageManager>)> {
     // JavaScript/TypeScript: package.json with "dev" script
     let package_json = project_dir.join("package.json");
     if package_json.exists() {
         if let Ok(content) = fs::read_to_string(&package_json) {
             if let Ok(json) = serde_json::from_str::<serde_json::Value>(&content) {
-                if json.get("scripts").and_then(|s| s.get("dev")).is_some() {
-                    return Some("npm run dev".to_string());
+                let has_dev = json.get("scripts").and_then(|s| s.get("dev")).is_some();
+                if has_dev {
+                    let pm = detect_package_manager(project_dir);
+                    let cmd = pm.map(|p| p.run_dev_command()).unwrap_or("npm run dev");
+                    return Some((cmd.to_string(), pm));
                 }
             }
         }
@@ -104,14 +186,14 @@ pub fn detect_client_command(project_dir: &Path) -> Option<String> {
 
     // Rust: Cargo.toml
     if project_dir.join("Cargo.toml").exists() {
-        return Some("cargo run".to_string());
+        return Some(("cargo run".to_string(), None));
     }
 
     // C#: .csproj file
     if let Ok(entries) = fs::read_dir(project_dir) {
         for entry in entries.flatten() {
             if entry.path().extension().is_some_and(|e| e == "csproj") {
-                return Some("dotnet run".to_string());
+                return Some(("dotnet run".to_string(), None));
             }
         }
     }
@@ -127,12 +209,12 @@ mod tests {
     #[test]
     fn test_save_and_load() {
         let dir = tempdir().unwrap();
-        let config = SpacetimeConfig::with_client_command("npm run dev");
+        let config = SpacetimeConfig::with_run_command("npm run dev");
 
         config.save_to_dir(dir.path()).unwrap();
 
         let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap().unwrap();
-        assert_eq!(loaded.dev.client_command, Some("npm run dev".to_string()));
+        assert_eq!(loaded.run, Some("npm run dev".to_string()));
     }
 
     #[test]
@@ -147,7 +229,7 @@ mod tests {
         let dir = tempdir().unwrap();
         assert!(!SpacetimeConfig::exists_in_dir(dir.path()));
 
-        let config = SpacetimeConfig::with_client_command("npm run dev");
+        let config = SpacetimeConfig::with_run_command("npm run dev");
         config.save_to_dir(dir.path()).unwrap();
 
         assert!(SpacetimeConfig::exists_in_dir(dir.path()));

From 947fb80f0a0564e5c287502ba122d9483ef77b73 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 12:59:57 -0500
Subject: [PATCH 08/13] move methods into config

---
 crates/cli/src/subcommands/dev.rs             |  4 +-
 crates/cli/src/subcommands/init.rs            | 46 ++---------
 .../cli/src/subcommands/spacetime_config.rs   | 76 +++++++++----------
 3 files changed, 43 insertions(+), 83 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 5177aca843f..4e447636795 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -287,9 +287,9 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     {
         // Config file exists with run command
         Some(cmd)
-    } else if let Some((detected_cmd, detected_pm)) = detect_client_command(&project_dir) {
+    } else if let Some((detected_cmd, _detected_pm)) = detect_client_command(&project_dir) {
         // No config - detect and save for future runs
-        let config = SpacetimeConfig::with_dev_config(&detected_cmd, detected_pm);
+        let config = SpacetimeConfig::with_run_command(&detected_cmd);
         if let Ok(path) = config.save_to_dir(&project_dir) {
             println!(
                 "{} Detected client command and saved to {}",
diff --git a/crates/cli/src/subcommands/init.rs b/crates/cli/src/subcommands/init.rs
index a3a6982ea29..38ed2472081 100644
--- a/crates/cli/src/subcommands/init.rs
+++ b/crates/cli/src/subcommands/init.rs
@@ -16,7 +16,7 @@ use toml_edit::{value, DocumentMut, Item};
 use xmltree::{Element, XMLNode};
 
 use crate::subcommands::login::{spacetimedb_login_force, DEFAULT_AUTH_HOST};
-use crate::subcommands::spacetime_config::{detect_client_command, PackageManager, SpacetimeConfig};
+use crate::subcommands::spacetime_config::PackageManager;
 
 mod embedded {
     include!(concat!(env!("OUT_DIR"), "/embedded_templates.rs"));
@@ -503,25 +503,11 @@ pub async fn exec_init(config: &mut Config, args: &ArgMatches, is_interactive: b
 
     // Configure client dev command if a client is present
     if !is_server_only {
-        if let Some(client_lang) = &template_config.client_lang {
-            println!(
-                "{} Creating spacetime.json for {:?} client...",
-                "✓".green(),
-                client_lang
-            );
-            setup_spacetime_config(&project_path, client_lang, package_manager)?;
-        } else if project_path.join("package.json").exists() {
-            // Even without a client_lang, if there's a package.json with a dev script,
-            // create the config so spacetime dev can run the client
-            if let Some((detected_cmd, detected_pm)) = detect_client_command(&project_path) {
-                println!(
-                    "{} Auto-detected client command, creating spacetime.json...",
-                    "✓".green()
-                );
-                let pm = package_manager.or(detected_pm);
-                let config = SpacetimeConfig::with_dev_config(&detected_cmd, pm);
-                config.save_to_dir(&project_path)?;
-            }
+        let client_lang_str = template_config.client_lang.as_ref().map(|l| l.as_str());
+        if let Some(path) =
+            crate::subcommands::spacetime_config::setup_for_project(&project_path, client_lang_str, package_manager)?
+        {
+            println!("{} Created {}", "✓".green(), path.display());
         }
     }
 
@@ -1722,23 +1708,3 @@ fn strip_mdc_frontmatter(content: &str) -> &str {
     }
     content
 }
-
-/// Set up the spacetime.json configuration file with the client dev command.
-fn setup_spacetime_config(
-    project_path: &Path,
-    client_lang: &ClientLanguage,
-    package_manager: Option<PackageManager>,
-) -> anyhow::Result<()> {
-    let client_command = match client_lang {
-        ClientLanguage::TypeScript => {
-            // Use the package manager's dev command if specified, otherwise default to npm
-            package_manager.map(|pm| pm.run_dev_command()).unwrap_or("npm run dev")
-        }
-        ClientLanguage::Rust => "cargo run",
-        ClientLanguage::Csharp => "dotnet run",
-    };
-
-    let config = SpacetimeConfig::with_dev_config(client_command, package_manager);
-    config.save_to_dir(project_path)?;
-    Ok(())
-}
diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
index c2b36a1c752..464cdbd4c31 100644
--- a/crates/cli/src/subcommands/spacetime_config.rs
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -72,7 +72,6 @@ impl PackageManager {
 /// Example:
 /// ```json
 /// {
-///   // Command to run the client development server
 ///   "run": "pnpm dev"
 /// }
 /// ```
@@ -98,10 +97,17 @@ impl SpacetimeConfig {
         }
     }
 
-    /// Create a configuration with dev settings (for backward compatibility)
-    pub fn with_dev_config(client_command: impl Into<String>, _package_manager: Option<PackageManager>) -> Self {
+    /// Create a configuration for a specific client language.
+    /// Determines the appropriate run command based on the language and package manager.
+    pub fn for_client_lang(client_lang: &str, package_manager: Option<PackageManager>) -> Self {
+        let run_command = match client_lang.to_lowercase().as_str() {
+            "typescript" => package_manager.map(|pm| pm.run_dev_command()).unwrap_or("npm run dev"),
+            "rust" => "cargo run",
+            "csharp" | "c#" => "dotnet run",
+            _ => "npm run dev", // default fallback
+        };
         Self {
-            run: Some(client_command.into()),
+            run: Some(run_command.to_string()),
         }
     }
 
@@ -113,8 +119,8 @@ impl SpacetimeConfig {
         if config_path.exists() {
             let content = fs::read_to_string(&config_path)
                 .with_context(|| format!("Failed to read {}", config_path.display()))?;
-            let config: SpacetimeConfig = serde_json::from_str(&content)
-                .with_context(|| format!("Failed to parse {}", config_path.display()))?;
+            let config: SpacetimeConfig =
+                serde_json::from_str(&content).with_context(|| format!("Failed to parse {}", config_path.display()))?;
             return Ok(Some(config));
         }
 
@@ -144,6 +150,29 @@ impl SpacetimeConfig {
     }
 }
 
+/// Set up a spacetime.json config for a project.
+/// If `client_lang` is provided, creates a config for that language.
+/// Otherwise, attempts to auto-detect from package.json.
+/// Returns the path to the created config, or None if no config was created.
+pub fn setup_for_project(
+    project_path: &Path,
+    client_lang: Option<&str>,
+    package_manager: Option<PackageManager>,
+) -> anyhow::Result<Option<PathBuf>> {
+    if let Some(lang) = client_lang {
+        let config = SpacetimeConfig::for_client_lang(lang, package_manager);
+        return Ok(Some(config.save_to_dir(project_path)?));
+    }
+
+    if let Some((detected_cmd, _)) = detect_client_command(project_path) {
+        return Ok(Some(
+            SpacetimeConfig::with_run_command(&detected_cmd).save_to_dir(project_path)?,
+        ));
+    }
+
+    Ok(None)
+}
+
 /// Detect the package manager from lock files in the project directory.
 pub fn detect_package_manager(project_dir: &Path) -> Option<PackageManager> {
     // Check for lock files in order of preference
@@ -200,38 +229,3 @@ pub fn detect_client_command(project_dir: &Path) -> Option<(String, Option<Packa
 
     None
 }
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-    use tempfile::tempdir;
-
-    #[test]
-    fn test_save_and_load() {
-        let dir = tempdir().unwrap();
-        let config = SpacetimeConfig::with_run_command("npm run dev");
-
-        config.save_to_dir(dir.path()).unwrap();
-
-        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap().unwrap();
-        assert_eq!(loaded.run, Some("npm run dev".to_string()));
-    }
-
-    #[test]
-    fn test_load_missing_config() {
-        let dir = tempdir().unwrap();
-        let loaded = SpacetimeConfig::load_from_dir(dir.path()).unwrap();
-        assert!(loaded.is_none());
-    }
-
-    #[test]
-    fn test_exists_in_dir() {
-        let dir = tempdir().unwrap();
-        assert!(!SpacetimeConfig::exists_in_dir(dir.path()));
-
-        let config = SpacetimeConfig::with_run_command("npm run dev");
-        config.save_to_dir(dir.path()).unwrap();
-
-        assert!(SpacetimeConfig::exists_in_dir(dir.path()));
-    }
-}

From 144427a6fbdab9e223d92c2926ebb5c7386e33d3 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 14:07:25 -0500
Subject: [PATCH 09/13] Update dev.rs

---
 crates/cli/src/subcommands/dev.rs | 46 ++++++++++++++++++-------------
 1 file changed, 27 insertions(+), 19 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 4e447636795..790a4b6d0f9 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -335,12 +335,24 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
     // Start the client development server if configured
     let server_host_url = config.get_host_url(Some(resolved_server))?;
     let _client_handle = if let Some(ref cmd) = client_command {
-        Some(start_client_process(
-            cmd,
-            &project_dir,
-            &database_name,
-            &server_host_url,
-        )?)
+        let mut child = start_client_process(cmd, &project_dir, &database_name, &server_host_url)?;
+
+        // Give the process a moment to fail fast (e.g., command not found, missing deps)
+        sleep(Duration::from_millis(200)).await;
+        match child.try_wait() {
+            Ok(Some(status)) if !status.success() => {
+                anyhow::bail!(
+                    "Client command '{}' failed immediately with exit code: {}",
+                    cmd,
+                    status.code().map(|c| c.to_string()).unwrap_or_else(|| "unknown".to_string())
+                );
+            }
+            Err(e) => {
+                anyhow::bail!("Failed to check client process status: {}", e);
+            }
+            _ => {} // Still running or exited successfully (unusual but ok)
+        }
+        Some(child)
     } else {
         None
     };
@@ -814,22 +826,19 @@ fn start_client_process(
     database_name: &str,
     host_url: &str,
 ) -> Result<Child, anyhow::Error> {
-    println!("{} {}", "Starting client:".cyan(), command.to_string().dimmed());
+    println!("{} {}", "Starting client:".cyan(), command.dimmed());
 
-    let parts: Vec<&str> = command.split_whitespace().collect();
-    if parts.is_empty() {
+    if command.trim().is_empty() {
         anyhow::bail!("Empty client command");
     }
 
-    let program = parts[0];
-    let args = &parts[1..];
-
-    // On Windows, use cmd /C to resolve .cmd/.bat scripts (like npm)
+    // Use the shell to execute the command, which handles:
+    // - Quoted arguments with spaces
+    // - PATH resolution for executables
+    // - Shell built-ins and scripts (.cmd/.bat on Windows)
     #[cfg(windows)]
     let child = TokioCommand::new("cmd")
-        .arg("/C")
-        .arg(program)
-        .args(args)
+        .args(["/C", command])
         .current_dir(working_dir)
         .env("SPACETIMEDB_DB_NAME", database_name)
         .env("SPACETIMEDB_HOST", host_url)
@@ -840,10 +849,9 @@ fn start_client_process(
         .spawn()
         .with_context(|| format!("Failed to start client command: {}", command))?;
 
-    // On Unix, run the program directly
     #[cfg(not(windows))]
-    let child = TokioCommand::new(program)
-        .args(args)
+    let child = TokioCommand::new("sh")
+        .args(["-c", command])
         .current_dir(working_dir)
         .env("SPACETIMEDB_DB_NAME", database_name)
         .env("SPACETIMEDB_HOST", host_url)

From da2b6cb778799d01ceca051fb963c436aa664737 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 14:15:01 -0500
Subject: [PATCH 10/13] Update spacetime_config.rs

---
 .../cli/src/subcommands/spacetime_config.rs   | 40 -------------------
 1 file changed, 40 deletions(-)

diff --git a/crates/cli/src/subcommands/spacetime_config.rs b/crates/cli/src/subcommands/spacetime_config.rs
index 464cdbd4c31..356ef4a2abe 100644
--- a/crates/cli/src/subcommands/spacetime_config.rs
+++ b/crates/cli/src/subcommands/spacetime_config.rs
@@ -35,17 +35,6 @@ impl fmt::Display for PackageManager {
 }
 
 impl PackageManager {
-    /// Parse a package manager from a string
-    pub fn from_str(s: &str) -> Option<Self> {
-        match s.to_lowercase().as_str() {
-            "npm" => Some(PackageManager::Npm),
-            "pnpm" => Some(PackageManager::Pnpm),
-            "yarn" => Some(PackageManager::Yarn),
-            "bun" => Some(PackageManager::Bun),
-            _ => None,
-        }
-    }
-
     /// Get the command to run a dev script
     pub fn run_dev_command(&self) -> &'static str {
         match self {
@@ -55,16 +44,6 @@ impl PackageManager {
             PackageManager::Bun => "bun run dev",
         }
     }
-
-    /// Get the install command
-    pub fn install_command(&self) -> &'static str {
-        match self {
-            PackageManager::Npm => "npm install",
-            PackageManager::Pnpm => "pnpm install",
-            PackageManager::Yarn => "yarn install",
-            PackageManager::Bun => "bun install",
-        }
-    }
 }
 
 /// Root configuration structure for spacetime.json
@@ -85,11 +64,6 @@ pub struct SpacetimeConfig {
 }
 
 impl SpacetimeConfig {
-    /// Create a new empty configuration
-    pub fn new() -> Self {
-        Self::default()
-    }
-
     /// Create a configuration with a run command
     pub fn with_run_command(run_command: impl Into<String>) -> Self {
         Self {
@@ -134,20 +108,6 @@ impl SpacetimeConfig {
         fs::write(&path, content).with_context(|| format!("Failed to write {}", path.display()))?;
         Ok(path)
     }
-
-    /// Check if a config file exists in the directory
-    pub fn exists_in_dir(dir: &Path) -> bool {
-        dir.join(CONFIG_FILENAME).exists()
-    }
-
-    /// Get the path to the config file if it exists
-    pub fn get_config_path(dir: &Path) -> Option<PathBuf> {
-        let path = dir.join(CONFIG_FILENAME);
-        if path.exists() {
-            return Some(path);
-        }
-        None
-    }
 }
 
 /// Set up a spacetime.json config for a project.

From 9b56f89386f4d91c29f5fa5a8b396dccd0122eb2 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 14:18:48 -0500
Subject: [PATCH 11/13] docs

---
 .../00100-databases/00200-spacetime-dev.md    | 19 ++++++++++---------
 .../00100-cli-reference.md                    |  2 +-
 2 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
index e965f0d8388..214a1b86f3c 100644
--- a/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
+++ b/docs/docs/00200-core-concepts/00100-databases/00200-spacetime-dev.md
@@ -99,20 +99,21 @@ Your database will be available at `https://maincloud.spacetimedb.com`.
 
 ### Client Development Server
 
-`spacetime dev` can automatically run your client's development server alongside the SpacetimeDB module. This is configured via the `spacetime.toml` file in your project root:
+`spacetime dev` can automatically run your client's development server alongside the SpacetimeDB module. This is configured via the `spacetime.json` file in your project root:
 
-```toml
-[dev]
-client_command = "npm run dev"
+```json
+{
+  "run": "npm run dev"
+}
 ```
 
 The client command can be:
 - Auto-detected from your project (package.json, Cargo.toml, .csproj)
-- Configured in `spacetime.toml`
+- Configured in `spacetime.json`
 - Overridden via CLI flag: `spacetime dev --client-command "yarn dev"`
 - Disabled with: `spacetime dev --server-only`
 
-When you run `spacetime init` with a client template, a default client command is automatically configured in `spacetime.toml` based on your project type.
+When you run `spacetime init` with a client template, a default client command is automatically configured in `spacetime.json` based on your project type.
 
 ### Project Structure
 
@@ -132,7 +133,7 @@ my-project/
 │   └── module_bindings/    # Generated client bindings
 ├── package.json
 ├── tsconfig.json
-├── spacetime.toml          # SpacetimeDB configuration
+├── spacetime.json          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -147,7 +148,7 @@ my-project/
 ├── module_bindings/        # Generated client bindings
 ├── client.csproj
 ├── Program.cs
-├── spacetime.toml          # SpacetimeDB configuration
+├── spacetime.json          # SpacetimeDB configuration
 └── README.md
 ```
 
@@ -163,7 +164,7 @@ my-project/
 ├── src/                    # Client code
 │   └── module_bindings/    # Generated client bindings
 ├── Cargo.toml
-├── spacetime.toml          # SpacetimeDB configuration
+├── spacetime.json          # SpacetimeDB configuration
 ├── .gitignore
 └── README.md
 ```
diff --git a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
index 25eb6fca118..c8a9f299144 100644
--- a/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
+++ b/docs/docs/00300-resources/00200-reference/00100-cli-reference/00100-cli-reference.md
@@ -243,7 +243,7 @@ Start development mode with auto-regenerate client module bindings, auto-rebuild
   Possible values: `always`, `on-conflict`, `never`
 
 * `-t`, `--template <TEMPLATE>` — Template ID or GitHub repository (owner/repo or URL) for project initialization
-* `--client-command <COMMAND>` — Command to run the client development server (overrides spacetime.toml config)
+* `--client-command <COMMAND>` — Command to run the client development server (overrides spacetime.json config)
 * `--server-only` — Only run the server (module) without starting the client
 
 

From d995de007a93874e6700421763ddfb5cc64f0780 Mon Sep 17 00:00:00 2001
From: bradleyshep <148254416+bradleyshep@users.noreply.github.com>
Date: Tue, 20 Jan 2026 14:21:30 -0500
Subject: [PATCH 12/13] update

---
 crates/cli/src/subcommands/dev.rs | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/crates/cli/src/subcommands/dev.rs b/crates/cli/src/subcommands/dev.rs
index 790a4b6d0f9..e4fba2484ec 100644
--- a/crates/cli/src/subcommands/dev.rs
+++ b/crates/cli/src/subcommands/dev.rs
@@ -344,7 +344,10 @@ pub async fn exec(mut config: Config, args: &ArgMatches) -> Result<(), anyhow::E
                 anyhow::bail!(
                     "Client command '{}' failed immediately with exit code: {}",
                     cmd,
-                    status.code().map(|c| c.to_string()).unwrap_or_else(|| "unknown".to_string())
+                    status
+                        .code()
+                        .map(|c| c.to_string())
+                        .unwrap_or_else(|| "unknown".to_string())
                 );
             }
             Err(e) => {
@@ -832,10 +835,7 @@ fn start_client_process(
         anyhow::bail!("Empty client command");
     }
 
-    // Use the shell to execute the command, which handles:
-    // - Quoted arguments with spaces
-    // - PATH resolution for executables
-    // - Shell built-ins and scripts (.cmd/.bat on Windows)
+    // Use shell to handle PATH resolution and .cmd/.bat scripts on Windows
     #[cfg(windows)]
     let child = TokioCommand::new("cmd")
         .args(["/C", command])

From 97f36da2135f532356d90bfd122e4e8604344e86 Mon Sep 17 00:00:00 2001
From: clockwork-labs-bot <clockwork-labs-bot@users.noreply.github.com>
Date: Wed, 21 Jan 2026 14:29:35 +0000
Subject: [PATCH 13/13] Update LLM benchmark results

---
 docs/llms/docs-benchmark-analysis.md  |  381 ++++-
 docs/llms/docs-benchmark-comment.md   |   17 +-
 docs/llms/docs-benchmark-details.json | 1993 +++++++++++++------------
 docs/llms/docs-benchmark-summary.json |   60 +-
 4 files changed, 1407 insertions(+), 1044 deletions(-)

diff --git a/docs/llms/docs-benchmark-analysis.md b/docs/llms/docs-benchmark-analysis.md
index 1f45afc4ad5..1eb9399c078 100644
--- a/docs/llms/docs-benchmark-analysis.md
+++ b/docs/llms/docs-benchmark-analysis.md
@@ -4,91 +4,350 @@ Generated from: `/__w/SpacetimeDB/SpacetimeDB/tools/xtask-llm-benchmark/../../do
 
 ## Summary
 
-- **Total failures analyzed**: 58
+- **Total failures analyzed**: 36
 
-## Analysis
+---
+
+# SpacetimeDB Benchmark Test Failures Analysis
+
+## Rust / rustdoc_json Failures
+
+### Group: Compile/Publish Errors (3 failures)
+
+#### Failure: t_002_scheduled_table
+**The generated code**:
+```rust
+use spacetimedb::{table, reducer, ReducerContext, Table, ScheduleAt};
+
+#[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]
+pub struct TickTimer {
+    #[primary_key]
+    #[auto_inc]
+    scheduled_id: u64,
+    scheduled_at: ScheduleAt,
+}
+
+#[reducer]
+pub fn tick(_ctx: &ReducerContext, _timer: TickTimer) {
+}
+
+#[reducer(init)]
+pub fn init(ctx: &ReducerContext) {
+    ctx.db
+        .tick_timer()
+        .insert(TickTimer {
+            scheduled_id: 0,
+            scheduled_at: ScheduleAt::EveryMicros(50_000),
+        });
+}
+```
+**The golden example**:
+```rust
+use spacetimedb::{reducer, table, ReducerContext, ScheduleAt, Table};
+use std::time::Duration;
+
+#[table(name = tick_timer, scheduled(tick))]
+pub struct TickTimer {
+    #[primary_key]
+    #[auto_inc]
+    pub scheduled_id: u64,
+    pub scheduled_at: ScheduleAt,
+}
+
+#[reducer]
+pub fn tick(_ctx: &ReducerContext, _schedule: TickTimer) {
+}
+
+#[reducer(init)]
+pub fn init(ctx: &ReducerContext) {
+    let every_50ms: ScheduleAt = Duration::from_millis(50).into();
+    ctx.db.tick_timer().insert(TickTimer {
+        scheduled_id: 0,
+        scheduled_at: every_50ms,
+    });
+}
+```
+**The error**: `publish_error: spacetime publish failed (exit=1)`
+
+**Explain the difference**: The main issues in the generated code are:
+- The `scheduled` attribute should not specify both `reducer` and `column`.
+- The use of `ScheduleAt::EveryMicros(...)` should be replaced with the `Interval` type using `Duration`.
+
+**Root cause**: Documentation on how to properly specify scheduled attributes in structured tables might be unclear or lacking comprehensive examples.
+
+**Recommendation**: Update the documentation to clarify the use of scheduled columns and attributes, providing a clear example of how to set timed intervals properly.
+
+---
+
+#### Failure: t_016_sum_type_columns
+**The generated code**:
+```rust
+use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};
+
+#[derive(SpacetimeType)]
+pub struct Rect {
+    width: i32,
+    height: i32,
+}
+
+#[derive(SpacetimeType)]
+pub enum Shape {
+    Circle(i32),
+    Rectangle(Rect),
+}
+
+#[table(name = drawing)]
+pub struct Drawing {
+    #[primary_key]
+    id: i32,
+    a: Shape,
+    b: Shape,
+}
+
+#[reducer]
+pub fn seed(ctx: &ReducerContext) {
+    let drawing = ctx.db.drawing();
+    for row in drawing.iter() {
+        drawing.delete(&row);
+    }
+    drawing.insert(Drawing {
+        id: 1,
+        a: Shape::Circle(10),
+        b: Shape::Rectangle(Rect { width: 4, height: 6 }),
+    });
+}
+```
+**The golden example**:
+```rust
+use spacetimedb::{reducer, table, ReducerContext, SpacetimeType, Table};
 
-# Analysis of SpacetimeDB Benchmark Test Failures
+#[derive(SpacetimeType, Clone, Debug)]
+pub struct Rect {
+    pub width: i32,
+    pub height: i32,
+}
+
+#[derive(SpacetimeType, Clone, Debug)]
+pub enum Shape {
+    Circle(i32),
+    Rectangle(Rect),
+}
+
+#[table(name = drawing)]
+pub struct Drawing {
+    #[primary_key]
+    pub id: i32,
+    pub a: Shape,
+    pub b: Shape,
+}
+
+#[reducer]
+pub fn seed(ctx: &ReducerContext) {
+    ctx.db.drawing().insert(Drawing {
+        id: 1,
+        a: Shape::Circle(10),
+        b: Shape::Rectangle(Rect { width: 4, height: 6 }),
+    });
+}
+```
+**The error**: `publish_error: spacetime publish failed (exit=1)`
+
+**Explain the difference**: The generated code lacked public visibility on struct fields necessary for serialization and actual utilization within the SpacetimeDB context.
+
+**Root cause**: Insufficient documentation on the visibility requirements for SpacetimeType structures may lead to confusion regarding struct accessibility.
+
+**Recommendation**: Emphasize the necessity of public fields with detailed examples for types and their usage in the documentation.
+
+---
+
+### Group: Other Failures (6 failures)
+
+#### Failure: t_003_struct_in_table
+**The generated code**:
+```rust
+use spacetimedb::{table, reducer, ReducerContext, SpacetimeType};
+
+#[derive(SpacetimeType)]
+pub struct Position {
+    x: i32,
+    y: i32,
+}
+
+#[table(name = entity)]
+pub struct Entity {
+    #[primary_key]
+    id: i32,
+    pos: Position,
+}
+
+#[reducer(init)]
+pub fn init(_ctx: &ReducerContext) {}
+```
+**The golden example**:
+```rust
+use spacetimedb::{table, SpacetimeType};
+
+#[derive(SpacetimeType, Clone, Debug)]
+pub struct Position {
+    pub x: i32,
+    pub y: i32,
+}
+
+#[table(name = entity)]
+pub struct Entity {
+    #[primary_key]
+    pub id: i32,
+    pub pos: Position,
+}
+```
+**The error**: `schema_parity: reducers differ - expected [], got ["init()"]`
+
+**Explain the difference**: While the generated code correctly defines a table and a reducer, the lack of public access for fields in the `Position` struct caused it to not serialize properly.
+
+**Root cause**: The documentation may not sufficiently stress the importance of field visibility for user-defined types in SpacetimeDB.
+
+**Recommendation**: Include explicit instructions or examples that reinforce the need for `pub` visibility for struct fields used in tables and reducers.
+
+---
 
-## Rust Failures
+#### Failure: t_012_spacetime_product_type
+**The generated code**:
+```rust
+use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};
 
-### Root Causes
-1. **Incomplete Visibility of Struct Fields**
-   - Many struct fields for tables (e.g., `User`) are not marked as `pub`, causing accessibility issues.
+#[derive(SpacetimeType)]
+struct Score {
+    left: i32,
+    right: i32,
+}
 
-2. **Inconsistent Usage of Table Names**
-   - There are discrepancies in the naming conventions between the code and the expected database tables. For example, using `users` instead of `user`, and `results` instead of `result`.
+#[table(name = result)]
+struct ResultRow {
+    #[primary_key]
+    id: i32,
+    value: Score,
+}
 
-3. **Missing Result Types on Reducer Functions**
-   - A significant number of reducer functions lack return types or proper error handling, leading to compilation and runtime errors.
+#[reducer]
+fn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {
+    ctx.db.result().insert(ResultRow { id, value: Score { left, right } });
+}
+```
+**The golden example**:
+```rust
+use spacetimedb::{reducer, table, ReducerContext, SpacetimeType, Table};
 
-4. **Incorrect Scheduling Parameters in Scheduled Tables**
-   - The scheduling system is not consistently defined in the tests (e.g., `ScheduleAt` parameter management), leading to inconsistencies in functional expectations.
+#[derive(SpacetimeType, Clone, Debug)]
+pub struct Score {
+    pub left: i32,
+    pub right: i32,
+}
 
-### Recommendations
-1. **Make Struct Fields Public**
-   - Update all structs associated with SpacetimeDB tables to ensure fields are public (e.g., change `id: i32` to `pub id: i32`).
-   - **Documentation Change**: Update the sample code documentation sections that define table structures.
+#[table(name = result)]
+pub struct ResultRow {
+    #[primary_key]
+    pub id: i32,
+    pub value: Score,
+}
 
-2. **Standardize Naming Conventions**
-   - Ensure naming conventions for structs and database tables are aligned.
-   - **Documentation Change**: Revise naming conventions section to specify standard naming practices clearly.
+#[reducer]
+pub fn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {
+    ctx.db.result().insert(ResultRow { id, value: Score { left, right } });
+}
+```
+**The error**: `spacetime sql failed: no such table: result`.
 
-3. **Include Result Types in Reducers**
-   - Add recommended return types for all reducer functions (e.g., return `Result<(), String>` instead of `()`).
-   - **Documentation Change**: Update reducer function examples in documentation to include this information.
+**Explain the difference**: The missing public access on the `ResultRow` struct fields prevented successful serialization and table mapping.
 
-4. **Clarify Scheduling Table Configuration**
-   - Provide explicit instructions for scheduling parameters using accurate examples.
-   - **Documentation Change**: Include a dedicated section on Scheduling with working code examples.
+**Root cause**: Again, the documentation lacks sufficient emphasis on public attributes for user-defined types in the context of SpacetimeDB.
 
-### Priority
-1. **Make Struct Fields Public** – This is the most critical fix as it directly impacts accessibility and usability.
-2. **Include Result Types in Reducers** – This ensures proper error handling, which would eliminate many runtime issues.
-3. **Standardize Naming Conventions** – Clear naming helps maintain consistency across multiple codebases.
-4. **Clarify Scheduling Table Configuration** – Enhances clarity on functionality, but lesser impact compared to the first two.
+**Recommendation**: Add a guide on the visibility and accessibility requirements for structs that are intended to be used as database records.
 
 ---
 
-## C# Failures
+## C# / docs Failures (5 total)
 
-### Root Causes
-1. **Inconsistent Field Access Modifiers**
-   - Fields in structs for database tables are often not marked as `public`, leading to access issues.
+### Group: Other Failures (4 failures)
 
-2. **Misalignment in Table Definitions**
-   - There are discrepancies between the expected structure of tables and provided definitions (e.g., different table names).
+#### Failure: t_014_elementary_columns
+**The generated code**:
+```csharp
+using SpacetimeDB;
 
-3. **Reducer Function Formatting**
-   - Incomplete or incorrect formatting of reducer functions that may lead to improper execution.
+public static partial class Module
+{
+    [SpacetimeDB.Table(Name = "Primitive", Public = true)]
+    public partial struct Primitive
+    {
+        [SpacetimeDB.PrimaryKey]
+        public int Id;
+        public int Count;
+        public long Total;
+        public float Price;
+        public double Ratio;
+        public bool Active;
+        public string Name;
+    }
 
-4. **Lack of Error Handling in Functions**
-   - Similar to Rust, many functions do not have meaningful return types or exceptions coded in for errors, which can lead to failures.
+    [SpacetimeDB.Reducer]
+    public static void Seed(ReducerContext ctx)
+    {
+        ctx.Db.Primitive.Insert(new Primitive
+        {
+            Id = 1,
+            Count = 2,
+            Total = 3000000000L,
+            Price = 1.5f,
+            Ratio = 2.25,
+            Active = true,
+            Name = "Alice"
+        });
+    }
+}
+```
+**The golden example**:
+```csharp
+using SpacetimeDB;
 
-### Recommendations
-1. **Ensure Fields are Public**
-   - Change all fields in database table structs to have public access.
-   - **Documentation Change**: Update the database table definition examples to reflect this.
+public static partial class Module
+{
+    [Table(Name = "Primitive")]
+    public partial struct Primitive
+    {
+        [PrimaryKey] 
+        public int Id;
+        public int Count;
+        public long Total;
+        public float Price;
+        public double Ratio;
+        public bool Active;
+        public string Name;
+    }
 
-2. **Standardize Naming in Table Definitions**
-   - Review and fix discrepancies in table definitions, specifying clear rules for naming and structuring.
-   - **Documentation Change**: Provide clearer guidelines for naming conventions in structs.
+    [Reducer]
+    public static void Seed(ReducerContext ctx)
+    {
+        ctx.Db.Primitive.Insert(new Primitive
+        {
+            Id = 1,
+            Count = 2,
+            Total = 3000000000L,
+            Price = 1.5f,
+            Ratio = 2.25,
+            Active = true,
+            Name = "Alice"
+        });
+    }
+}
+```
+**The error**: `no such table: Primitive`.
 
-3. **Include Proper Formatting and Return Types for Reducers**
-   - Add return types to all reducer functions, following the expected pattern.
-   - **Documentation Change**: Revise reducer function examples with complete signatures and return types.
+**Explain the difference**: The generated code incorrectly added the `Public` attribute in the table definition, causing it not to align with expected database schemas.
 
-4. **Implement Exception Handling**
-   - Ensure all database interactions in reducers incorporate exception handling.
-   - **Documentation Change**: Include a section on error handling in the reducers’ documentation.
+**Root cause**: There may be unclear directives about accessibility requirements for struct definitions within the documentation.
 
-### Priority
-1. **Ensure Fields are Public** – Ensuring accessibility across all struct fields is critical to prevent many failures.
-2. **Include Proper Formatting and Return Types for Reducers** – Providing clear function signatures can greatly enhance functional reliability.
-3. **Standardize Naming in Table Definitions** – Important for avoiding confusion and ensuring correctness.
-4. **Implement Exception Handling** – Should be detailed but is less critical than the above issues since core access issues need to be prioritized.
+**Recommendation**: Clarify in the documentation when to use accessibility modifiers and provide straightforward examples of valid struct declarations.
 
 ---
 
-# Conclusion
-Both languages suffer from structural and accessibility issues in their respective code samples, leading to a myriad of runtime and compilation problems. Prioritizing documentation fixes based on accessibility and naming conventions will significantly improve usability and reduce failures in benchmarks.
+This analysis summarizes actionable insights for documentation enhancements based on SpacetimeDB benchmark failures. By updating documentation to address the common pitfalls outlined above, it can greatly reduce frustration and improve the developer experience.
diff --git a/docs/llms/docs-benchmark-comment.md b/docs/llms/docs-benchmark-comment.md
index 31919d68acc..aee84eecf80 100644
--- a/docs/llms/docs-benchmark-comment.md
+++ b/docs/llms/docs-benchmark-comment.md
@@ -2,13 +2,16 @@
 
 | Language | Mode | Category | Tests Passed | Task Pass % |
 |----------|------|----------|--------------|-------------|
-| Rust | rustdoc_json | basics | 10/27 | 44.4% ⬇️ -29.9% |
-| Rust | rustdoc_json | schema | 9/34 | 26.5% ⬇️ -53.5% |
-| Rust | rustdoc_json | **total** | 19/61 | **36.3%** ⬇️ -40.6% |
-| C# | docs | basics | 12/27 | 61.1% |
-| C# | docs | schema | 10/34 | 31.5% |
-| C# | docs | **total** | 22/61 | **47.7%** |
+| Rust | rustdoc_json | basics | 25/27 | 83.3% ⬆️ +38.9% |
+| Rust | rustdoc_json | schema | 21/34 | 58.7% ⬆️ +32.2% |
+| Rust | rustdoc_json | **total** | 46/61 | **72.1%** ⬆️ +35.8% |
+| Rust | docs | basics | 5/27 | 11.1% |
+| Rust | docs | schema | 8/34 | 20.5% |
+| Rust | docs | **total** | 13/61 | **15.4%** |
+| C# | docs | basics | 27/27 | 100.0% ⬆️ +38.9% |
+| C# | docs | schema | 22/32 | 63.7% ⬆️ +32.2% |
+| C# | docs | **total** | 49/59 | **83.5%** ⬆️ +35.8% |
 
 _Compared against master branch baseline_
 
-<sub>Generated at: 2026-01-21T03:05:32.938Z</sub>
+<sub>Generated at: 2026-01-21T14:28:05.429Z</sub>
diff --git a/docs/llms/docs-benchmark-details.json b/docs/llms/docs-benchmark-details.json
index 3a2cdb4cfe4..4e5a023b961 100644
--- a/docs/llms/docs-benchmark-details.json
+++ b/docs/llms/docs-benchmark-details.json
@@ -5,21 +5,21 @@
       "modes": [
         {
           "mode": "rustdoc_json",
-          "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+          "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
           "models": [
             {
               "name": "GPT-5",
               "route_api_model": "gpt-5",
               "tasks": {
                 "t_000_empty_reducers": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_000_empty_reducers",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 1,
-                  "llm_output": "use spacetimedb::ReducerContext;\n\n#[spacetimedb::reducer]\npub fn empty_reducer_no_args(_ctx: &ReducerContext) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_int(_ctx: &ReducerContext, _count: i32) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_string(_ctx: &ReducerContext, _name: String) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_two_args(_ctx: &ReducerContext, _count: i32, _name: String) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_three_args(_ctx: &ReducerContext, _active: bool, _ratio: f32, _label: String) {}",
+                  "llm_output": "use spacetimedb::ReducerContext;\n\n#[spacetimedb::reducer]\npub fn empty_reducer_no_args(ctx: &ReducerContext) {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_int(ctx: &ReducerContext, count: i32) {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_string(ctx: &ReducerContext, name: String) {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_two_args(ctx: &ReducerContext, count: i32, name: String) {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_three_args(ctx: &ReducerContext, active: bool, ratio: f32, label: String) {\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-000-empty-reducers-golden",
@@ -35,25 +35,25 @@
                         "llm_db": "basics-t-000-empty-reducers-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:07.910432635Z",
-                  "finished_at": "2026-01-21T02:59:27.681139760Z"
+                  "started_at": "2026-01-21T14:19:15.325974983Z",
+                  "finished_at": "2026-01-21T14:19:48.110931312Z"
                 },
                 "t_001_basic_tables": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_001_basic_tables",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 1,
-                  "llm_output": "use spacetimedb::table;\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[table(name = product)]\npub struct Product {\n    #[primary_key]\n    id: i32,\n    title: String,\n    price: f32,\n    in_stock: bool,\n}\n\n#[table(name = note)]\npub struct Note {\n    #[primary_key]\n    id: i32,\n    body: String,\n    rating: i64,\n    pinned: bool,\n}",
+                  "llm_output": "#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::table(name = product)]\npub struct Product {\n    #[primary_key]\n    id: i32,\n    title: String,\n    price: f32,\n    in_stock: bool,\n}\n\n#[spacetimedb::table(name = note)]\npub struct Note {\n    #[primary_key]\n    id: i32,\n    body: String,\n    rating: i64,\n    pinned: bool,\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-001-basic-tables-golden",
@@ -69,25 +69,25 @@
                         "llm_db": "basics-t-001-basic-tables-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:15.077224609Z",
-                  "finished_at": "2026-01-21T02:59:32.893098988Z"
+                  "started_at": "2026-01-21T14:19:24.278603606Z",
+                  "finished_at": "2026-01-21T14:19:49.098349485Z"
                 },
                 "t_002_scheduled_table": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_002_scheduled_table",
                   "lang": "rust",
                   "golden_published": false,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{reducer, table, ReducerContext, ScheduleAt, Table};\n\n#[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[reducer(init)]\npub fn init(ctx: &ReducerContext) {\n    if ctx.db.tick_timer().count() == 0 {\n        ctx.db.tick_timer().insert(TickTimer {\n            scheduled_id: 0,\n            scheduled_at: ScheduleAt::repeat(core::time::Duration::from_micros(50_000)),\n        });\n    }\n}\n\n#[reducer]\npub fn tick(_ctx: &ReducerContext) {\n}",
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, ScheduleAt};\n\n#[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[reducer]\npub fn tick(_ctx: &ReducerContext, _timer: TickTimer) {\n}\n\n#[reducer(init)]\npub fn init(ctx: &ReducerContext) {\n    ctx.db\n        .tick_timer()\n        .insert(TickTimer {\n            scheduled_id: 0,\n            scheduled_at: ScheduleAt::EveryMicros(50_000),\n        });\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-002-scheduled-table-golden",
@@ -99,24 +99,24 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime publish failed (exit=1)\n--- stderr ---\n    Updating crates.io index\n     Locking 72 packages to latest compatible versions\n      Adding generic-array v0.14.7 (available: v0.14.9)\n      Adding spacetimedb v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-macro v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-sys v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-lib v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-primitives v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-sats v1.11.1 (available: v1.11.3)\n   Compiling proc-macro2 v1.0.105\n   Compiling quote v1.0.43\n   Compiling unicode-ident v1.0.22\n   Compiling version_check v0.9.5\n   Compiling typenum v1.19.0\n   Compiling autocfg v1.5.0\n   Compiling heck v0.5.0\n   Compiling serde_core v1.0.228\n   Compiling cfg-if v1.0.4\n   Compiling find-msvc-tools v0.1.8\n   Compiling serde v1.0.228\n   Compiling either v1.15.0\n   Compiling zerocopy v0.8.33\n   Compiling shlex v1.3.0\n   Compiling anyhow v1.0.100\n   Compiling bitflags v2.10.0\n   Compiling nohash-hasher v0.2.0\n   Compiling thiserror v1.0.69\n   Compiling keccak v0.1.5\n   Compiling heck v0.4.1\n   Compiling arrayvec v0.7.6\n   Compiling humantime v2.3.0\n   Compiling zmij v1.0.16\n   Compiling convert_case v0.4.0\n   Compiling bytes v1.11.0\n   Compiling smallvec v1.15.1\n   Compiling second-stack v0.3.5\n   Compiling itoa v1.0.17\n   Compiling constant_time_eq v0.4.2\n   Compiling getrandom v0.2.17\n   Compiling spacetimedb-lib v1.11.1\n   Compiling bytemuck v1.24.0\n   Compiling serde_json v1.0.149\n   Compiling itertools v0.12.1\n   Compiling arrayref v0.3.9\n   Compiling hex v0.4.3\n   Compiling log v0.4.29\n   Compiling memchr v2.7.6\n   Compiling scoped-tls v1.0.1\n   Compiling cc v1.2.53\n   Compiling generic-array v0.14.7\n   Compiling rand_core v0.6.4\n   Compiling num-traits v0.2.19\n   Compiling http v1.4.0\n   Compiling syn v2.0.114\n   Compiling approx v0.3.2\n   Compiling chrono v0.4.43\n   Compiling decorum v0.3.1\n   Compiling blake3 v1.8.3\n   Compiling block-buffer v0.10.4\n   Compiling crypto-common v0.1.7\n   Compiling digest v0.10.7\n   Compiling sha3 v0.10.8\n   Compiling ppv-lite86 v0.2.21\n   Compiling ethnum v1.5.2\n   Compiling rand_chacha v0.3.1\n   Compiling rand v0.8.5\n   Compiling enum-as-inner v0.6.1\n   Compiling thiserror-impl v1.0.69\n   Compiling derive_more v0.99.20\n   Compiling spacetimedb-primitives v1.11.1\n   Compiling spacetimedb-bindings-sys v1.11.1\n   Compiling spacetimedb-bindings-macro v1.11.1\n   Compiling spacetimedb-sats v1.11.1\n   Compiling spacetimedb v1.11.1\n   Compiling spacetime-module v0.1.0 (/__w/SpacetimeDB/SpacetimeDB/target/llm-runs/basics/t_002_scheduled_table/rust/server/gpt-5/llm)\nerror: expected `at`\n --> src/lib.rs:4:38\n  |\n4 | #[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\n  |                                      ^^^^^^^\n\nerror[E0422]: cannot find struct, variant or union type `TickTimer` in this scope\n  --> src/lib.rs:15:36\n   |\n15 |         ctx.db.tick_timer().insert(TickTimer {\n   |                                    ^^^^^^^^^ not found in this scope\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:14:15\n   |\n14 |     if ctx.db.tick_timer().count() == 0 {\n   |               ^^^^^^^^^^ method not found in `Local`\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:15:16\n   |\n15 |         ctx.db.tick_timer().insert(TickTimer {\n   |                ^^^^^^^^^^ method not found in `Local`\n\nerror[E0599]: no variant or associated item named `repeat` found for enum `ScheduleAt` in the current scope\n  --> src/lib.rs:17:39\n   |\n17 |             scheduled_at: ScheduleAt::repeat(core::time::Duration::from_micros(50_000)),\n   |                                       ^^^^^^ variant or associated item not found in `ScheduleAt`\n\nSome errors have detailed explanations: E0422, E0599.\nFor more information about an error, try `rustc --explain E0422`.\nerror: could not compile `spacetime-module` (lib) due to 5 previous errors\nError: command [\"cargo\", \"build\", \"--config=net.git-fetch-with-cli=true\", \"--target=wasm32-unknown-unknown\", \"--release\", \"--message-format=json-render-diagnostics\"] exited with code 101\n\n--- stdout ---\n",
+                        "error": "spacetime publish failed (exit=1)\n--- stderr ---\n    Updating crates.io index\n     Locking 72 packages to latest compatible versions\n      Adding generic-array v0.14.7 (available: v0.14.9)\n      Adding spacetimedb v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-macro v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-sys v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-lib v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-primitives v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-sats v1.11.1 (available: v1.11.3)\n   Compiling proc-macro2 v1.0.105\n   Compiling unicode-ident v1.0.22\n   Compiling quote v1.0.43\n   Compiling typenum v1.19.0\n   Compiling version_check v0.9.5\n   Compiling autocfg v1.5.0\n   Compiling serde_core v1.0.228\n   Compiling heck v0.5.0\n   Compiling cfg-if v1.0.4\n   Compiling zerocopy v0.8.33\n   Compiling either v1.15.0\n   Compiling find-msvc-tools v0.1.8\n   Compiling serde v1.0.228\n   Compiling shlex v1.3.0\n   Compiling nohash-hasher v0.2.0\n   Compiling anyhow v1.0.100\n   Compiling bitflags v2.10.0\n   Compiling thiserror v1.0.69\n   Compiling arrayvec v0.7.6\n   Compiling convert_case v0.4.0\n   Compiling heck v0.4.1\n   Compiling zmij v1.0.16\n   Compiling humantime v2.3.0\n   Compiling bytes v1.11.0\n   Compiling keccak v0.1.5\n   Compiling constant_time_eq v0.4.2\n   Compiling itoa v1.0.17\n   Compiling spacetimedb-lib v1.11.1\n   Compiling second-stack v0.3.5\n   Compiling getrandom v0.2.17\n   Compiling arrayref v0.3.9\n   Compiling cc v1.2.53\n   Compiling smallvec v1.15.1\n   Compiling serde_json v1.0.149\n   Compiling bytemuck v1.24.0\n   Compiling hex v0.4.3\n   Compiling log v0.4.29\n   Compiling memchr v2.7.6\n   Compiling scoped-tls v1.0.1\n   Compiling itertools v0.12.1\n   Compiling generic-array v0.14.7\n   Compiling rand_core v0.6.4\n   Compiling num-traits v0.2.19\n   Compiling syn v2.0.114\n   Compiling http v1.4.0\n   Compiling approx v0.3.2\n   Compiling chrono v0.4.43\n   Compiling blake3 v1.8.3\n   Compiling decorum v0.3.1\n   Compiling block-buffer v0.10.4\n   Compiling crypto-common v0.1.7\n   Compiling digest v0.10.7\n   Compiling sha3 v0.10.8\n   Compiling ppv-lite86 v0.2.21\n   Compiling rand_chacha v0.3.1\n   Compiling rand v0.8.5\n   Compiling ethnum v1.5.2\n   Compiling enum-as-inner v0.6.1\n   Compiling thiserror-impl v1.0.69\n   Compiling derive_more v0.99.20\n   Compiling spacetimedb-primitives v1.11.1\n   Compiling spacetimedb-bindings-sys v1.11.1\n   Compiling spacetimedb-bindings-macro v1.11.1\n   Compiling spacetimedb-sats v1.11.1\n   Compiling spacetimedb v1.11.1\n   Compiling spacetime-module v0.1.0 (/__w/SpacetimeDB/SpacetimeDB/target/llm-runs/basics/t_002_scheduled_table/rust/server/gpt-5/llm)\nerror: expected `at`\n --> src/lib.rs:4:38\n  |\n4 | #[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\n  |                                      ^^^^^^^\n\nerror[E0412]: cannot find type `TickTimer` in this scope\n  --> src/lib.rs:13:44\n   |\n13 | pub fn tick(_ctx: &ReducerContext, _timer: TickTimer) {\n   |                                            ^^^^^^^^^ not found in this scope\n\nerror[E0422]: cannot find struct, variant or union type `TickTimer` in this scope\n  --> src/lib.rs:20:17\n   |\n20 |         .insert(TickTimer {\n   |                 ^^^^^^^^^ not found in this scope\n\nerror[E0277]: invalid reducer signature\n   --> src/lib.rs:13:8\n    |\n 12 | #[reducer]\n    | ---------- required by a bound introduced by this call\n 13 | pub fn tick(_ctx: &ReducerContext, _timer: TickTimer) {\n    |        ^^^^ this reducer signature is not valid\n    |\n    = help: the trait `Reducer<'_, _>` is not implemented for fn item `for<'a> fn(&'a ReducerContext, {type error}) {tick}`\n    = note: \n    = note: reducer signatures must match the following pattern:\n    = note:     `Fn(&ReducerContext, [T1, ...]) [-> Result<(), impl Display>]`\n    = note: where each `Ti` type implements `SpacetimeType`.\n    = note: \nnote: required by a bound in `register_reducer`\n   --> /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/spacetimedb-1.11.1/src/rt.rs:746:81\n    |\n746 | pub fn register_reducer<'a, A: Args<'a>, I: FnInfo<Invoke = ReducerFn>>(_: impl Reducer<'a, A>) {\n    |                                                                                 ^^^^^^^^^^^^^^ required by this bound in `register_reducer`\n\nerror[E0277]: invalid reducer signature\n  --> src/lib.rs:13:8\n   |\n12 | #[reducer]\n   | ---------- required by a bound introduced by this call\n13 | pub fn tick(_ctx: &ReducerContext, _timer: TickTimer) {\n   |        ^^^^ this reducer signature is not valid\n   |\n   = help: the trait `Reducer<'_, _>` is not implemented for fn item `for<'a> fn(&'a ReducerContext, {type error}) {tick}`\n   = note: \n   = note: reducer signatures must match the following pattern:\n   = note:     `Fn(&ReducerContext, [T1, ...]) [-> Result<(), impl Display>]`\n   = note: where each `Ti` type implements `SpacetimeType`.\n   = note: \nnote: required by a bound in `invoke_reducer`\n  --> /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/spacetimedb-1.11.1/src/rt.rs:45:19\n   |\n44 | pub fn invoke_reducer<'a, A: Args<'a>>(\n   |        -------------- required by a bound in this function\n45 |     reducer: impl Reducer<'a, A>,\n   |                   ^^^^^^^^^^^^^^ required by this bound in `invoke_reducer`\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:19:10\n   |\n18 | /     ctx.db\n19 | |         .tick_timer()\n   | |         -^^^^^^^^^^ method not found in `Local`\n   | |_________|\n   |\n\nerror[E0599]: no variant or associated item named `EveryMicros` found for enum `ScheduleAt` in the current scope\n  --> src/lib.rs:22:39\n   |\n22 |             scheduled_at: ScheduleAt::EveryMicros(50_000),\n   |                                       ^^^^^^^^^^^ variant or associated item not found in `ScheduleAt`\n\nSome errors have detailed explanations: E0277, E0412, E0422, E0599.\nFor more information about an error, try `rustc --explain E0277`.\nerror: could not compile `spacetime-module` (lib) due to 7 previous errors\nError: command [\"cargo\", \"build\", \"--config=net.git-fetch-with-cli=true\", \"--target=wasm32-unknown-unknown\", \"--release\", \"--message-format=json-render-diagnostics\"] exited with code 101\n\n--- stdout ---\n",
                         "phase": "build_or_publish"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:37.579051949Z",
-                  "finished_at": "2026-01-21T03:00:20.195498028Z"
+                  "started_at": "2026-01-21T14:19:48.484650241Z",
+                  "finished_at": "2026-01-21T14:20:49.171750288Z"
                 },
                 "t_003_struct_in_table": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_003_struct_in_table",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType, Clone)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n    pos: Position,\n}\n\n#[spacetimedb::reducer]\npub fn add_entity(ctx: &ReducerContext, id: i32, x: i32, y: i32) {\n    ctx.db.entity().insert(Entity {\n        id,\n        pos: Position { x, y },\n    });\n}",
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, SpacetimeType};\n\n#[derive(SpacetimeType)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n    pos: Position,\n}\n\n#[reducer(init)]\npub fn init(_ctx: &ReducerContext) {}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-003-struct-in-table-golden",
@@ -133,29 +133,29 @@
                         "reducers_diff": {
                           "only_golden": [],
                           "only_llm": [
-                            "add_entity()"
+                            "init()"
                           ]
                         },
                         "reducers_equal": false,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:38.089669571Z",
-                  "finished_at": "2026-01-21T03:00:03.962137383Z"
+                  "started_at": "2026-01-21T14:19:49.098410944Z",
+                  "finished_at": "2026-01-21T14:20:17.939476064Z"
                 },
                 "t_004_insert": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_004_insert",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 2,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\npub fn insert_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    ctx.db.user().insert(User { id, name, age, active });\n}",
+                  "passed_tests": 2,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\nfn insert_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    ctx.db.user().insert(User { id, name, age, active });\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-004-insert-golden",
@@ -164,11 +164,22 @@
                   "work_dir_llm": "target/llm-runs/basics/t_004_insert/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "data_parity_insert_user": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2006611d4d03e89665c17c54fe30c475563ff4c03313c72cec157658a126cf0/sql)\n",
-                        "phase": "sql_golden"
+                        "args": [
+                          1,
+                          "Alice",
+                          30,
+                          true
+                        ],
+                        "golden_db": "basics-t-004-insert-golden",
+                        "golden_out": "id | name | age | active ----+---------+-----+-------- 1 | \"Alice\" | 30 | true",
+                        "llm_db": "basics-t-004-insert-gpt-5-llm",
+                        "llm_out": "id | name | age | active ----+---------+-----+-------- 1 | \"Alice\" | 30 | true",
+                        "query": "SELECT id, name, age, active FROM user WHERE id=1",
+                        "reducer": "insert_user",
+                        "server": "http://127.0.0.1:35649"
                       }
                     },
                     "schema_parity": {
@@ -179,25 +190,25 @@
                         "llm_db": "basics-t-004-insert-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:11.094481932Z",
-                  "finished_at": "2026-01-21T02:59:28.621871766Z"
+                  "started_at": "2026-01-21T14:19:22.313935566Z",
+                  "finished_at": "2026-01-21T14:19:48.304945843Z"
                 },
                 "t_005_update": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_005_update",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{reducer, table, ReducerContext};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\npub fn update_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    let row = User { id, name, age, active };\n    let _ = ctx.db.user().id().update(row);\n}",
+                  "passed_tests": 3,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\npub fn update_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    let user = User { id, name, age, active };\n    ctx.db.user().id().update(user);\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-005-update-golden",
@@ -205,6 +216,13 @@
                   "work_dir_golden": "target/llm-runs/basics/t_005_update/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_005_update/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "seed_users_row": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -213,42 +231,44 @@
                         "llm_db": "basics-t-005-update-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
-                    "seed_users_row": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20011b41e442a53b3a69dd7dbfd08a7910d4017a4f4f6a16000c47c2d9df553/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(id, name, age, active) VALUES (1, 'Alice', 30, true)"
-                      }
-                    },
                     "data_parity_update_user": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: Response text: The instance encountered a fatal error.\n\nCaused by:\n    HTTP status server error (530 <none>) for url (http://127.0.0.1:36703/v1/database/c20011b41e442a53b3a69dd7dbfd08a7910d4017a4f4f6a16000c47c2d9df553/call/update_user)\n",
-                        "phase": "call_reducer_golden"
+                        "args": [
+                          1,
+                          "Alice2",
+                          31,
+                          false
+                        ],
+                        "golden_db": "basics-t-005-update-golden",
+                        "golden_out": "id | name | age | active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "llm_db": "basics-t-005-update-gpt-5-llm",
+                        "llm_out": "id | name | age | active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "query": "SELECT id, name, age, active FROM user WHERE id=1",
+                        "reducer": "update_user",
+                        "server": "http://127.0.0.1:35649"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:07.613536026Z",
-                  "finished_at": "2026-01-21T02:59:53.906818950Z"
+                  "started_at": "2026-01-21T14:19:11.151606129Z",
+                  "finished_at": "2026-01-21T14:19:44.508526121Z"
                 },
                 "t_006_delete": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_006_delete",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::ReducerContext;\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn delete_user(ctx: &ReducerContext, id: i32) {\n    ctx.db.user().id().delete(&id);\n}",
+                  "passed_tests": 3,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\npub fn delete_user(ctx: &ReducerContext, id: i32) {\n    ctx.db.user().id().delete(&id);\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-006-delete-golden",
@@ -256,14 +276,6 @@
                   "work_dir_golden": "target/llm-runs/basics/t_006_delete/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_006_delete/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "delete_user_count_zero": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200c899d4800e9a22934cfad5d452a5d4abe6bf5c476dbd95a0b1e406daafec/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -272,34 +284,41 @@
                         "llm_db": "basics-t-006-delete-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
+                    "delete_user_count_zero": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 0,
+                        "expected": 0,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=1"
+                      }
+                    },
                     "seed_users_row": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2009d5e7faa32592621815d5b9f99e9972d7dbea5f151931bd126f0f2f12a16/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(id, name, age, active) VALUES (1, 'Alice', 30, true)"
+                        "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:12.736915377Z",
-                  "finished_at": "2026-01-21T02:59:38.302054770Z"
+                  "started_at": "2026-01-21T14:19:23.865589340Z",
+                  "finished_at": "2026-01-21T14:20:11.627653998Z"
                 },
                 "t_007_crud": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_007_crud",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, UniqueColumn};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[reducer]\npub fn crud(ctx: &ReducerContext) {\n    let user_table = ctx.db.user();\n\n    user_table.insert(User {\n        id: 1,\n        name: \"Alice\".to_string(),\n        age: 30,\n        active: true,\n    });\n\n    user_table.insert(User {\n        id: 2,\n        name: \"Bob\".to_string(),\n        age: 22,\n        active: false,\n    });\n\n    if let Some(mut alice) = user_table.id().find(1i32) {\n        alice.name = \"Alice2\".to_string();\n        alice.age = 31;\n        alice.active = false;\n        let _ = user_table.id().update(alice);\n    }\n\n    user_table.id().delete(&2i32);\n}",
+                  "passed_tests": 4,
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn crud(ctx: &ReducerContext) {\n    let user = ctx.db.user();\n\n    user.insert(User {\n        id: 1,\n        name: \"Alice\".to_string(),\n        age: 30,\n        active: true,\n    });\n    user.insert(User {\n        id: 2,\n        name: \"Bob\".to_string(),\n        age: 22,\n        active: false,\n    });\n\n    user.id().update(User {\n        id: 1,\n        name: \"Alice2\".to_string(),\n        age: 31,\n        active: false,\n    });\n\n    user.id().delete(&2);\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-007-crud-golden",
@@ -307,20 +326,36 @@
                   "work_dir_golden": "target/llm-runs/basics/t_007_crud/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_007_crud/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "crud_row_id1_parity": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "args": [],
+                        "golden_db": "basics-t-007-crud-golden",
+                        "golden_out": "id | name | age | active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "llm_db": "basics-t-007-crud-gpt-5-llm",
+                        "llm_out": "id | name | age | active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "query": "SELECT id, name, age, active FROM user WHERE id=1",
+                        "reducer": "crud",
+                        "server": "http://127.0.0.1:35649"
+                      }
+                    },
                     "crud_total_count_one": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20030420242cf6ced161816d1b11a9784d134ea2390a0552c0a5a2ca78be0d1/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM user"
                       }
                     },
                     "crud_row_id2_deleted": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20030420242cf6ced161816d1b11a9784d134ea2390a0552c0a5a2ca78be0d1/sql)\n",
-                        "phase": "sql"
+                        "actual": 0,
+                        "expected": 0,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=2"
                       }
                     },
                     "schema_parity": {
@@ -331,33 +366,25 @@
                         "llm_db": "basics-t-007-crud-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
-                    },
-                    "crud_row_id1_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200585d734f9b528d152492efa49228fed4c5fe6071fc3145da9dca6e4e3d14/sql)\n",
-                        "phase": "sql_golden"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:32.893138416Z",
-                  "finished_at": "2026-01-21T02:59:59.914735752Z"
+                  "started_at": "2026-01-21T14:19:48.304977102Z",
+                  "finished_at": "2026-01-21T14:20:27.752053761Z"
                 },
                 "t_008_index_lookup": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_008_index_lookup",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    name: String,\n}\n\n#[reducer]\npub fn lookup_user_name(ctx: &ReducerContext, id: i32) {\n    if let Some(u) = ctx.db.user().id().find(id) {\n        let _ = ctx.db.result().id().delete(&id);\n        ctx.db.result().insert(ResultRow { id: u.id, name: u.name });\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    name: String,\n}\n\n#[reducer]\npub fn lookup_user_name(ctx: &ReducerContext, id: i32) {\n    if let Some(u) = ctx.db.user().id().find(id) {\n        let result_tbl = ctx.db.result();\n        let row = ResultRow { id: u.id, name: u.name };\n        if result_tbl.id().find(row.id).is_some() {\n            let _ = result_tbl.id().update(row);\n        } else {\n            result_tbl.insert(row);\n        }\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-008-index-lookup-golden",
@@ -365,49 +392,55 @@
                   "work_dir_golden": "target/llm-runs/basics/t_008_index_lookup/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_008_index_lookup/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
+                    "seed_user_row": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "golden_db": "basics-t-008-index-lookup-golden",
-                        "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
                       }
                     },
                     "index_lookup_projection_parity": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200e11d034b4c7b685439891bd09904efe2f6789792f9f3fcb7f2fc87b5646d/sql)\n",
-                        "phase": "sql_golden"
+                        "args": [
+                          1
+                        ],
+                        "golden_db": "basics-t-008-index-lookup-golden",
+                        "golden_out": "id | name ----+--------- 1 | \"Alice\"",
+                        "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
+                        "llm_out": "id | name ----+--------- 1 | \"Alice\"",
+                        "query": "SELECT id, name FROM result WHERE id=1",
+                        "reducer": "lookup_user_name",
+                        "server": "http://127.0.0.1:35649"
                       }
                     },
-                    "seed_user_row": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200e11d034b4c7b685439891bd09904efe2f6789792f9f3fcb7f2fc87b5646d/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(id, name, age, active) VALUES (1, 'Alice', 30, true)"
+                        "golden_db": "basics-t-008-index-lookup-golden",
+                        "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:35649",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:28.621921188Z",
-                  "finished_at": "2026-01-21T03:00:31.562205154Z"
+                  "started_at": "2026-01-21T14:19:48.110960148Z",
+                  "finished_at": "2026-01-21T14:20:22.242533630Z"
                 },
                 "t_009_init": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_009_init",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
+                  "passed_tests": 4,
                   "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) {\n    ctx.db.user().insert(User { id: 1, name: \"Alice\".to_string(), age: 30, active: true });\n    ctx.db.user().insert(User { id: 2, name: \"Bob\".to_string(), age: 22, active: false });\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
@@ -416,14 +449,6 @@
                   "work_dir_golden": "target/llm-runs/basics/t_009_init/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_009_init/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "init_seed_bob": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200392e765b43a71de9d631eda3e412cc8557532258ce0ddada632722c93c9f/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -432,34 +457,45 @@
                         "llm_db": "basics-t-009-init-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "init_seed_alice": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200392e765b43a71de9d631eda3e412cc8557532258ce0ddada632722c93c9f/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=1 AND name='Alice' AND age=30 AND active=true"
                       }
                     },
                     "init_total_two": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200392e765b43a71de9d631eda3e412cc8557532258ce0ddada632722c93c9f/sql)\n",
-                        "phase": "sql"
+                        "actual": 2,
+                        "expected": 2,
+                        "sql": "SELECT COUNT(*) AS n FROM user"
+                      }
+                    },
+                    "init_seed_bob": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=2 AND name='Bob'   AND age=22 AND active=false"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:27.681168788Z",
-                  "finished_at": "2026-01-21T02:59:54.352014166Z"
+                  "started_at": "2026-01-21T14:19:44.508572694Z",
+                  "finished_at": "2026-01-21T14:20:11.361484764Z"
                 },
                 "t_010_connect": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_010_connect",
                   "lang": "rust",
                   "golden_published": true,
@@ -482,25 +518,25 @@
                         "llm_db": "basics-t-010-connect-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:27.681449984Z",
-                  "finished_at": "2026-01-21T02:59:53.511178948Z"
+                  "started_at": "2026-01-21T14:19:44.804836480Z",
+                  "finished_at": "2026-01-21T14:20:16.178639538Z"
                 },
                 "t_011_helper_function": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_011_helper_function",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    sum: i32,\n}\n\nfn add(a: i32, b: i32) -> i32 {\n    a + b\n}\n\n#[spacetimedb::reducer]\npub fn compute_sum(ctx: &ReducerContext, id: i32, a: i32, b: i32) {\n    let sum = add(a, b);\n    ctx.db.result().insert(ResultRow { id, sum });\n}",
+                  "passed_tests": 3,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    sum: i32,\n}\n\nfn add(a: i32, b: i32) -> i32 {\n    a + b\n}\n\n#[reducer]\nfn compute_sum(ctx: &ReducerContext, id: i32, a: i32, b: i32) {\n    ctx.db.result().insert(ResultRow { id, sum: add(a, b) });\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-011-helper-function-golden",
@@ -508,20 +544,13 @@
                   "work_dir_golden": "target/llm-runs/basics/t_011_helper_function/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_011_helper_function/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "helper_func_sum_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200e02295df95412f16ee80f9a1f352132bdc5ca95f2bc11d43768d370109de/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
                     "helper_func_sum_abs": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2008e46c75354ac480a0b36cd17303df9292579fdbe89e0d9183057656f992a/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM result WHERE id=1 AND sum=5"
                       }
                     },
                     "schema_parity": {
@@ -532,25 +561,43 @@
                         "llm_db": "basics-t-011-helper-function-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
+                    },
+                    "helper_func_sum_parity": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "args": [
+                          1,
+                          2,
+                          3
+                        ],
+                        "golden_db": "basics-t-011-helper-function-golden",
+                        "golden_out": "id | sum ----+----- 1 | 5",
+                        "llm_db": "basics-t-011-helper-function-gpt-5-llm",
+                        "llm_out": "id | sum ----+----- 1 | 5",
+                        "query": "SELECT id, sum FROM result WHERE id=1",
+                        "reducer": "compute_sum",
+                        "server": "http://127.0.0.1:35649"
+                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:17.055627689Z",
-                  "finished_at": "2026-01-21T02:59:38.089639335Z"
+                  "started_at": "2026-01-21T14:19:37.910899710Z",
+                  "finished_at": "2026-01-21T14:20:07.619113132Z"
                 },
                 "t_012_spacetime_product_type": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_012_spacetime_product_type",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\npub struct Score {\n    left: i32,\n    right: i32,\n}\n\n#[table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    value: Score,\n}\n\n#[reducer]\npub fn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {\n    ctx.db.result().insert(ResultRow {\n        id,\n        value: Score { left, right },\n    });\n}",
+                  "passed_tests": 2,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\nstruct Score {\n    left: i32,\n    right: i32,\n}\n\n#[table(name = result)]\nstruct ResultRow {\n    #[primary_key]\n    id: i32,\n    value: Score,\n}\n\n#[reducer]\nfn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {\n    ctx.db.result().insert(ResultRow { id, value: Score { left, right } });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-012-spacetime-product-type-golden",
@@ -558,14 +605,6 @@
                   "work_dir_golden": "target/llm-runs/schema/t_012_spacetime_product_type/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_012_spacetime_product_type/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "product_type_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2004caa50b40efb74dd63a5b4e273b2b1dad55956fd6e3362b56c7a6d55f867/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -574,32 +613,41 @@
                         "llm_db": "schema-t-012-spacetime-product-type-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
-                    "product_type_row_count": {
+                    "product_type_row_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2000ea8e9c5439bf61da6446bb9ca3d358428690ee7c6ac46a7a63f85912fdc/sql)\n",
-                        "phase": "sql"
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `result`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c200dcb280c0dad227bdeb20fef8e7654f19a5aa4ac7963f492e5423c76af5cc/sql)\n",
+                        "phase": "sql_golden"
+                      }
+                    },
+                    "product_type_row_count": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM result WHERE id=1"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.988427551Z",
-                  "finished_at": "2026-01-21T02:58:57.480273163Z"
+                  "started_at": "2026-01-21T14:18:35.906957650Z",
+                  "finished_at": "2026-01-21T14:19:11.151220442Z"
                 },
                 "t_013_spacetime_sum_type": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_013_spacetime_sum_type",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
+                  "passed_tests": 2,
                   "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\npub struct Rect {\n    width: i32,\n    height: i32,\n}\n\n#[derive(SpacetimeType)]\npub enum Shape {\n    Circle(i32),\n    Rectangle(Rect),\n}\n\n#[table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    value: Shape,\n}\n\n#[reducer]\npub fn set_circle(ctx: &ReducerContext, id: i32, radius: i32) {\n    ctx.db.result().insert(ResultRow {\n        id,\n        value: Shape::Circle(radius),\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
@@ -608,6 +656,14 @@
                   "work_dir_golden": "target/llm-runs/schema/t_013_spacetime_sum_type/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_013_spacetime_sum_type/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "sum_type_row_parity": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `result`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c2006150f94040e41efb6bbe68c7a503af49e189a860f1a282dae6824c7b26db/sql)\n",
+                        "phase": "sql_golden"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -616,41 +672,34 @@
                         "llm_db": "schema-t-013-spacetime-sum-type-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "sum_type_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200d8acf5da6d74ac295965bf3d3f03166e0561b0ddb3187b1dde3ab718f043/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "sum_type_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200c45d2f595fc5664b4902a48e609ebea1162b0b76513a071b714c7afb516e/sql)\n",
-                        "phase": "sql_golden"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM result WHERE id=1"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.988665568Z",
-                  "finished_at": "2026-01-21T02:59:07.613490522Z"
+                  "started_at": "2026-01-21T14:18:35.907200458Z",
+                  "finished_at": "2026-01-21T14:19:08.602231329Z"
                 },
                 "t_014_elementary_columns": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_014_elementary_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = primitive)]\npub struct Primitive {\n    #[primary_key]\n    id: i32,\n    count: i32,\n    total: i64,\n    price: f32,\n    ratio: f64,\n    active: bool,\n    name: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.primitive().insert(Primitive {\n        id: 1,\n        count: 2,\n        total: 3_000_000_000,\n        price: 1.5,\n        ratio: 2.25,\n        active: true,\n        name: \"Alice\".to_string(),\n    });\n}",
+                  "passed_tests": 3,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = primitive)]\npub struct Primitive {\n    #[primary_key]\n    id: i32,\n    count: i32,\n    total: i64,\n    price: f32,\n    ratio: f64,\n    active: bool,\n    name: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.primitive().insert(Primitive {\n        id: 1,\n        count: 2,\n        total: 3_000_000_000,\n        price: 1.5_f32,\n        ratio: 2.25_f64,\n        active: true,\n        name: \"Alice\".to_string(),\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-014-elementary-columns-golden",
@@ -658,6 +707,20 @@
                   "work_dir_golden": "target/llm-runs/schema/t_014_elementary_columns/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_014_elementary_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "elementary_columns_row_parity": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "args": [],
+                        "golden_db": "schema-t-014-elementary-columns-golden",
+                        "golden_out": "id | count | total | price | ratio | active | name ----+-------+------------+-------+-------+--------+--------- 1 | 2 | 3000000000 | 1.5 | 2.25 | true | \"Alice\"",
+                        "llm_db": "schema-t-014-elementary-columns-gpt-5-llm",
+                        "llm_out": "id | count | total | price | ratio | active | name ----+-------+------------+-------+-------+--------+--------- 1 | 2 | 3000000000 | 1.5 | 2.25 | true | \"Alice\"",
+                        "query": "SELECT id, count, total, price, ratio, active, name FROM primitive WHERE id=1",
+                        "reducer": "seed",
+                        "server": "http://127.0.0.1:35649"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -666,41 +729,34 @@
                         "llm_db": "schema-t-014-elementary-columns-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
-                    "elementary_columns_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitives`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2003c829193a9550b413750fea1e0d3842aca578da74e4345628aa8585eaf5a/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
                     "elementary_columns_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitives`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200ab6804872acaebad0a43b5b1469d0d8e08f11c99e87e51b556e92d800cac/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM primitive WHERE id=1"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:57.480312313Z",
-                  "finished_at": "2026-01-21T02:59:27.620389729Z"
+                  "started_at": "2026-01-21T14:19:08.602290400Z",
+                  "finished_at": "2026-01-21T14:19:44.804792420Z"
                 },
                 "t_015_product_type_columns": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_015_product_type_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\npub struct Address {\n    street: String,\n    zip: i32,\n}\n\n#[derive(SpacetimeType)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[table(name = profile)]\npub struct Profile {\n    #[primary_key]\n    id: i32,\n    home: Address,\n    work: Address,\n    pos: Position,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let t = ctx.db.profile();\n    for row in t.iter() {\n        t.id().delete(&row.id);\n    }\n    t.insert(Profile {\n        id: 1,\n        home: Address { street: \"1 Main\".to_string(), zip: 11111 },\n        work: Address { street: \"2 Broad\".to_string(), zip: 22222 },\n        pos: Position { x: 7, y: 9 },\n    });\n}",
+                  "passed_tests": 2,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\nstruct Address {\n    street: String,\n    zip: i32,\n}\n\n#[derive(SpacetimeType)]\nstruct Position {\n    x: i32,\n    y: i32,\n}\n\n#[table(name = profile)]\nstruct Profile {\n    #[primary_key]\n    id: i32,\n    home: Address,\n    work: Address,\n    pos: Position,\n}\n\n#[reducer]\nfn seed(ctx: &ReducerContext) {\n    let profile = ctx.db.profile();\n    if profile.id().find(1i32).is_none() {\n        profile.insert(Profile {\n            id: 1,\n            home: Address {\n                street: \"1 Main\".to_string(),\n                zip: 11111,\n            },\n            work: Address {\n                street: \"2 Broad\".to_string(),\n                zip: 22222,\n            },\n            pos: Position { x: 7, y: 9 },\n        });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-015-product-type-columns-golden",
@@ -708,49 +764,50 @@
                   "work_dir_golden": "target/llm-runs/schema/t_015_product_type_columns/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_015_product_type_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "product_type_columns_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `profiles`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20008c9913f73e8f91e32565539aae9660bde70df0a2fdc3f6042bb772a6c3d/sql)\n",
-                        "phase": "sql"
+                        "golden_db": "schema-t-015-product-type-columns-golden",
+                        "llm_db": "schema-t-015-product-type-columns-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:35649",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     },
                     "product_type_columns_row_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `profiles`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200ded9cc81bde01f1b549e574eabc084504feea713c29a3611b12049b2951e/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `profile`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c2009ec61b2b85e1cc4d7a466506742dc15ea114b75c0652269eae2b5c01fc6a/sql)\n",
                         "phase": "sql_golden"
                       }
                     },
-                    "schema_parity": {
+                    "product_type_columns_row_count": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "golden_db": "schema-t-015-product-type-columns-golden",
-                        "llm_db": "schema-t-015-product-type-columns-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM profile WHERE id=1"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.989359192Z",
-                  "finished_at": "2026-01-21T02:59:17.055590619Z"
+                  "started_at": "2026-01-21T14:18:35.907939844Z",
+                  "finished_at": "2026-01-21T14:19:24.278568222Z"
                 },
                 "t_016_sum_type_columns": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_016_sum_type_columns",
                   "lang": "rust",
-                  "golden_published": true,
+                  "golden_published": false,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType, Clone)]\npub struct Rect {\n    width: i32,\n    height: i32,\n}\n\n#[derive(SpacetimeType, Clone)]\npub enum Shape {\n    Circle(i32),\n    Rectangle(Rect),\n}\n\n#[table(name = drawing)]\npub struct Drawing {\n    #[primary_key]\n    id: i32,\n    a: Shape,\n    b: Shape,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let tbl = ctx.db.drawing();\n    // Ensure exactly one row exists by clearing any existing rows\n    let id_index = tbl.id();\n    for row in tbl.iter() {\n        id_index.delete(&row.id);\n    }\n    tbl.insert(Drawing {\n        id: 1,\n        a: Shape::Circle(10),\n        b: Shape::Rectangle(Rect { width: 4, height: 6 }),\n    });\n}",
+                  "passed_tests": 0,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, SpacetimeType};\n\n#[derive(SpacetimeType)]\npub struct Rect {\n    width: i32,\n    height: i32,\n}\n\n#[derive(SpacetimeType)]\npub enum Shape {\n    Circle(i32),\n    Rectangle(Rect),\n}\n\n#[table(name = drawing)]\npub struct Drawing {\n    #[primary_key]\n    id: i32,\n    a: Shape,\n    b: Shape,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let drawing = ctx.db.drawing();\n    for row in drawing.iter() {\n        drawing.delete(&row);\n    }\n    drawing.insert(Drawing {\n        id: 1,\n        a: Shape::Circle(10),\n        b: Shape::Rectangle(Rect { width: 4, height: 6 }),\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-016-sum-type-columns-golden",
@@ -758,49 +815,28 @@
                   "work_dir_golden": "target/llm-runs/schema/t_016_sum_type_columns/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_016_sum_type_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
-                      "pass": true,
-                      "partial": 1.0,
-                      "notes": {
-                        "golden_db": "schema-t-016-sum-type-columns-golden",
-                        "llm_db": "schema-t-016-sum-type-columns-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
-                        "tables_diff": null,
-                        "tables_equal": true
-                      }
-                    },
-                    "sum_type_columns_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200c8221e916bc113d5969c9fdf8749d610c9d387365184b402bc1f3b9703f7/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
-                    "sum_type_columns_row_count": {
+                    "publish_error": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200a9b769bc7794eb175fa1c614f534dd53f98a7eb1ea037a1bcb6ac5eebe39/sql)\n",
-                        "phase": "sql"
+                        "error": "spacetime publish failed (exit=1)\n--- stderr ---\n    Updating crates.io index\n     Locking 72 packages to latest compatible versions\n      Adding generic-array v0.14.7 (available: v0.14.9)\n      Adding spacetimedb v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-macro v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-sys v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-lib v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-primitives v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-sats v1.11.1 (available: v1.11.3)\n   Compiling proc-macro2 v1.0.105\n   Compiling quote v1.0.43\n   Compiling unicode-ident v1.0.22\n   Compiling typenum v1.19.0\n   Compiling version_check v0.9.5\n   Compiling autocfg v1.5.0\n   Compiling serde_core v1.0.228\n   Compiling heck v0.5.0\n   Compiling cfg-if v1.0.4\n   Compiling serde v1.0.228\n   Compiling zerocopy v0.8.33\n   Compiling either v1.15.0\n   Compiling shlex v1.3.0\n   Compiling find-msvc-tools v0.1.8\n   Compiling nohash-hasher v0.2.0\n   Compiling bitflags v2.10.0\n   Compiling anyhow v1.0.100\n   Compiling thiserror v1.0.69\n   Compiling keccak v0.1.5\n   Compiling zmij v1.0.16\n   Compiling arrayvec v0.7.6\n   Compiling humantime v2.3.0\n   Compiling heck v0.4.1\n   Compiling bytes v1.11.0\n   Compiling convert_case v0.4.0\n   Compiling spacetimedb-lib v1.11.1\n   Compiling serde_json v1.0.149\n   Compiling itoa v1.0.17\n   Compiling bytemuck v1.24.0\n   Compiling getrandom v0.2.17\n   Compiling arrayref v0.3.9\n   Compiling smallvec v1.15.1\n   Compiling itertools v0.12.1\n   Compiling second-stack v0.3.5\n   Compiling constant_time_eq v0.4.2\n   Compiling hex v0.4.3\n   Compiling cc v1.2.53\n   Compiling log v0.4.29\n   Compiling memchr v2.7.6\n   Compiling scoped-tls v1.0.1\n   Compiling generic-array v0.14.7\n   Compiling rand_core v0.6.4\n   Compiling num-traits v0.2.19\n   Compiling http v1.4.0\n   Compiling syn v2.0.114\n   Compiling blake3 v1.8.3\n   Compiling approx v0.3.2\n   Compiling chrono v0.4.43\n   Compiling decorum v0.3.1\n   Compiling crypto-common v0.1.7\n   Compiling block-buffer v0.10.4\n   Compiling digest v0.10.7\n   Compiling sha3 v0.10.8\n   Compiling ppv-lite86 v0.2.21\n   Compiling rand_chacha v0.3.1\n   Compiling rand v0.8.5\n   Compiling ethnum v1.5.2\n   Compiling enum-as-inner v0.6.1\n   Compiling thiserror-impl v1.0.69\n   Compiling derive_more v0.99.20\n   Compiling spacetimedb-primitives v1.11.1\n   Compiling spacetimedb-bindings-sys v1.11.1\n   Compiling spacetimedb-bindings-macro v1.11.1\n   Compiling spacetimedb-sats v1.11.1\n   Compiling spacetimedb v1.11.1\n   Compiling spacetime-module v0.1.0 (/__w/SpacetimeDB/SpacetimeDB/target/llm-runs/schema/t_016_sum_type_columns/rust/server/gpt-5/llm)\nerror[E0308]: mismatched types\n   --> src/lib.rs:28:24\n    |\n 28 |         drawing.delete(&row);\n    |                 ------ ^^^^ expected `Drawing`, found `&Drawing`\n    |                 |\n    |                 arguments to this method are incorrect\n    |\nnote: method defined here\n   --> /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/spacetimedb-1.11.1/src/table.rs:104:8\n    |\n104 |     fn delete(&self, row: Self::Row) -> bool {\n    |        ^^^^^^\nhelp: consider removing the borrow\n    |\n 28 -         drawing.delete(&row);\n 28 +         drawing.delete(row);\n    |\n\nFor more information about this error, try `rustc --explain E0308`.\nerror: could not compile `spacetime-module` (lib) due to 1 previous error\nError: command [\"cargo\", \"build\", \"--config=net.git-fetch-with-cli=true\", \"--target=wasm32-unknown-unknown\", \"--release\", \"--message-format=json-render-diagnostics\"] exited with code 101\n\n--- stdout ---\n",
+                        "phase": "build_or_publish"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.988814302Z",
-                  "finished_at": "2026-01-21T02:59:06.406414792Z"
+                  "started_at": "2026-01-21T14:18:35.907361178Z",
+                  "finished_at": "2026-01-21T14:19:15.325935549Z"
                 },
                 "t_017_scheduled_columns": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_017_scheduled_columns",
                   "lang": "rust",
                   "golden_published": false,
                   "model_name": "GPT-5",
                   "total_tests": 2,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, ScheduleAt};\n\n#[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[reducer]\npub fn init(ctx: &ReducerContext) {\n    ctx.db.tick_timer().insert(TickTimer {\n        scheduled_id: 0,\n        scheduled_at: ScheduleAt::RepeatMicros(50_000),\n    });\n}\n\n#[reducer(scheduled)]\npub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table, ScheduleAt};\n\n#[spacetimedb::table(name = tick_timer, schedule(reducer = tick, column = scheduled_at))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) {\n    if ctx.db.tick_timer().count() == 0 {\n        ctx.db.tick_timer().insert(TickTimer {\n            scheduled_id: 0,\n            scheduled_at: ScheduleAt::repeat_micros(50_000),\n        });\n    }\n}\n\n#[spacetimedb::reducer]\npub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-017-scheduled-columns-golden",
@@ -812,24 +848,24 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime publish failed (exit=1)\n--- stderr ---\n    Updating crates.io index\n     Locking 72 packages to latest compatible versions\n      Adding generic-array v0.14.7 (available: v0.14.9)\n      Adding spacetimedb v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-macro v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-sys v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-lib v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-primitives v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-sats v1.11.1 (available: v1.11.3)\n   Compiling proc-macro2 v1.0.105\n   Compiling quote v1.0.43\n   Compiling unicode-ident v1.0.22\n   Compiling version_check v0.9.5\n   Compiling typenum v1.19.0\n   Compiling autocfg v1.5.0\n   Compiling serde_core v1.0.228\n   Compiling heck v0.5.0\n   Compiling cfg-if v1.0.4\n   Compiling serde v1.0.228\n   Compiling zerocopy v0.8.33\n   Compiling either v1.15.0\n   Compiling shlex v1.3.0\n   Compiling find-msvc-tools v0.1.8\n   Compiling bitflags v2.10.0\n   Compiling nohash-hasher v0.2.0\n   Compiling anyhow v1.0.100\n   Compiling thiserror v1.0.69\n   Compiling humantime v2.3.0\n   Compiling arrayvec v0.7.6\n   Compiling heck v0.4.1\n   Compiling keccak v0.1.5\n   Compiling zmij v1.0.16\n   Compiling convert_case v0.4.0\n   Compiling bytes v1.11.0\n   Compiling spacetimedb-lib v1.11.1\n   Compiling serde_json v1.0.149\n   Compiling itoa v1.0.17\n   Compiling smallvec v1.15.1\n   Compiling getrandom v0.2.17\n   Compiling second-stack v0.3.5\n   Compiling arrayref v0.3.9\n   Compiling cc v1.2.53\n   Compiling itertools v0.12.1\n   Compiling bytemuck v1.24.0\n   Compiling constant_time_eq v0.4.2\n   Compiling hex v0.4.3\n   Compiling memchr v2.7.6\n   Compiling log v0.4.29\n   Compiling scoped-tls v1.0.1\n   Compiling rand_core v0.6.4\n   Compiling generic-array v0.14.7\n   Compiling num-traits v0.2.19\n   Compiling http v1.4.0\n   Compiling syn v2.0.114\n   Compiling block-buffer v0.10.4\n   Compiling crypto-common v0.1.7\n   Compiling digest v0.10.7\n   Compiling approx v0.3.2\n   Compiling chrono v0.4.43\n   Compiling blake3 v1.8.3\n   Compiling sha3 v0.10.8\n   Compiling decorum v0.3.1\n   Compiling ppv-lite86 v0.2.21\n   Compiling rand_chacha v0.3.1\n   Compiling rand v0.8.5\n   Compiling ethnum v1.5.2\n   Compiling enum-as-inner v0.6.1\n   Compiling thiserror-impl v1.0.69\n   Compiling derive_more v0.99.20\n   Compiling spacetimedb-primitives v1.11.1\n   Compiling spacetimedb-bindings-sys v1.11.1\n   Compiling spacetimedb-bindings-macro v1.11.1\n   Compiling spacetimedb-sats v1.11.1\n   Compiling spacetimedb v1.11.1\n   Compiling spacetime-module v0.1.0 (/__w/SpacetimeDB/SpacetimeDB/target/llm-runs/schema/t_017_scheduled_columns/rust/server/gpt-5/llm)\nerror: expected `at`\n --> src/lib.rs:4:38\n  |\n4 | #[table(name = tick_timer, scheduled(reducer = tick, column = scheduled_at))]\n  |                                      ^^^^^^^\n\nerror: expected one of: `init`, `client_connected`, `client_disconnected`, `update`, `name`\n  --> src/lib.rs:20:11\n   |\n20 | #[reducer(scheduled)]\n   |           ^^^^^^^^^\n\nerror[E0422]: cannot find struct, variant or union type `TickTimer` in this scope\n  --> src/lib.rs:14:32\n   |\n14 |     ctx.db.tick_timer().insert(TickTimer {\n   |                                ^^^^^^^^^ not found in this scope\n\nerror[E0412]: cannot find type `TickTimer` in this scope\n  --> src/lib.rs:21:42\n   |\n21 | pub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n   |                                          ^^^^^^^^^ not found in this scope\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:14:12\n   |\n14 |     ctx.db.tick_timer().insert(TickTimer {\n   |            ^^^^^^^^^^ method not found in `Local`\n\nerror[E0599]: no variant or associated item named `RepeatMicros` found for enum `ScheduleAt` in the current scope\n  --> src/lib.rs:16:35\n   |\n16 |         scheduled_at: ScheduleAt::RepeatMicros(50_000),\n   |                                   ^^^^^^^^^^^^ variant or associated item not found in `ScheduleAt`\n\nSome errors have detailed explanations: E0412, E0422, E0599.\nFor more information about an error, try `rustc --explain E0412`.\nerror: could not compile `spacetime-module` (lib) due to 6 previous errors\nError: command [\"cargo\", \"build\", \"--config=net.git-fetch-with-cli=true\", \"--target=wasm32-unknown-unknown\", \"--release\", \"--message-format=json-render-diagnostics\"] exited with code 101\n\n--- stdout ---\n",
+                        "error": "spacetime publish failed (exit=1)\n--- stderr ---\n    Updating crates.io index\n     Locking 72 packages to latest compatible versions\n      Adding generic-array v0.14.7 (available: v0.14.9)\n      Adding spacetimedb v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-macro v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-bindings-sys v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-lib v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-primitives v1.11.1 (available: v1.11.3)\n      Adding spacetimedb-sats v1.11.1 (available: v1.11.3)\n   Compiling proc-macro2 v1.0.105\n   Compiling unicode-ident v1.0.22\n   Compiling quote v1.0.43\n   Compiling version_check v0.9.5\n   Compiling typenum v1.19.0\n   Compiling autocfg v1.5.0\n   Compiling heck v0.5.0\n   Compiling serde_core v1.0.228\n   Compiling cfg-if v1.0.4\n   Compiling zerocopy v0.8.33\n   Compiling serde v1.0.228\n   Compiling either v1.15.0\n   Compiling shlex v1.3.0\n   Compiling find-msvc-tools v0.1.8\n   Compiling bitflags v2.10.0\n   Compiling thiserror v1.0.69\n   Compiling anyhow v1.0.100\n   Compiling nohash-hasher v0.2.0\n   Compiling bytes v1.11.0\n   Compiling zmij v1.0.16\n   Compiling humantime v2.3.0\n   Compiling arrayvec v0.7.6\n   Compiling convert_case v0.4.0\n   Compiling heck v0.4.1\n   Compiling keccak v0.1.5\n   Compiling arrayref v0.3.9\n   Compiling serde_json v1.0.149\n   Compiling bytemuck v1.24.0\n   Compiling constant_time_eq v0.4.2\n   Compiling getrandom v0.2.17\n   Compiling hex v0.4.3\n   Compiling cc v1.2.53\n   Compiling itertools v0.12.1\n   Compiling spacetimedb-lib v1.11.1\n   Compiling smallvec v1.15.1\n   Compiling second-stack v0.3.5\n   Compiling itoa v1.0.17\n   Compiling memchr v2.7.6\n   Compiling log v0.4.29\n   Compiling generic-array v0.14.7\n   Compiling rand_core v0.6.4\n   Compiling scoped-tls v1.0.1\n   Compiling num-traits v0.2.19\n   Compiling http v1.4.0\n   Compiling syn v2.0.114\n   Compiling blake3 v1.8.3\n   Compiling approx v0.3.2\n   Compiling chrono v0.4.43\n   Compiling crypto-common v0.1.7\n   Compiling block-buffer v0.10.4\n   Compiling decorum v0.3.1\n   Compiling digest v0.10.7\n   Compiling sha3 v0.10.8\n   Compiling ppv-lite86 v0.2.21\n   Compiling ethnum v1.5.2\n   Compiling rand_chacha v0.3.1\n   Compiling rand v0.8.5\n   Compiling enum-as-inner v0.6.1\n   Compiling thiserror-impl v1.0.69\n   Compiling derive_more v0.99.20\n   Compiling spacetimedb-primitives v1.11.1\n   Compiling spacetimedb-bindings-sys v1.11.1\n   Compiling spacetimedb-bindings-macro v1.11.1\n   Compiling spacetimedb-sats v1.11.1\n   Compiling spacetimedb v1.11.1\n   Compiling spacetime-module v0.1.0 (/__w/SpacetimeDB/SpacetimeDB/target/llm-runs/schema/t_017_scheduled_columns/rust/server/gpt-5/llm)\nerror: expected one of: `public`, `private`, `name`, `index`, `scheduled`\n --> src/lib.rs:4:41\n  |\n4 | #[spacetimedb::table(name = tick_timer, schedule(reducer = tick, column = scheduled_at))]\n  |                                         ^^^^^^^^\n\nerror[E0422]: cannot find struct, variant or union type `TickTimer` in this scope\n  --> src/lib.rs:15:36\n   |\n15 |         ctx.db.tick_timer().insert(TickTimer {\n   |                                    ^^^^^^^^^ not found in this scope\n\nerror[E0412]: cannot find type `TickTimer` in this scope\n  --> src/lib.rs:23:42\n   |\n23 | pub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n   |                                          ^^^^^^^^^ not found in this scope\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:14:15\n   |\n14 |     if ctx.db.tick_timer().count() == 0 {\n   |               ^^^^^^^^^^ method not found in `Local`\n\nerror[E0599]: no method named `tick_timer` found for struct `Local` in the current scope\n  --> src/lib.rs:15:16\n   |\n15 |         ctx.db.tick_timer().insert(TickTimer {\n   |                ^^^^^^^^^^ method not found in `Local`\n\nerror[E0599]: no variant or associated item named `repeat_micros` found for enum `ScheduleAt` in the current scope\n  --> src/lib.rs:17:39\n   |\n17 |             scheduled_at: ScheduleAt::repeat_micros(50_000),\n   |                                       ^^^^^^^^^^^^^ variant or associated item not found in `ScheduleAt`\n\nerror[E0277]: invalid reducer signature\n   --> src/lib.rs:23:8\n    |\n 22 | #[spacetimedb::reducer]\n    | ----------------------- required by a bound introduced by this call\n 23 | pub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n    |        ^^^^ this reducer signature is not valid\n    |\n    = help: the trait `Reducer<'_, _>` is not implemented for fn item `for<'a> fn(&'a ReducerContext, {type error}) {tick}`\n    = note: \n    = note: reducer signatures must match the following pattern:\n    = note:     `Fn(&ReducerContext, [T1, ...]) [-> Result<(), impl Display>]`\n    = note: where each `Ti` type implements `SpacetimeType`.\n    = note: \nnote: required by a bound in `register_reducer`\n   --> /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/spacetimedb-1.11.1/src/rt.rs:746:81\n    |\n746 | pub fn register_reducer<'a, A: Args<'a>, I: FnInfo<Invoke = ReducerFn>>(_: impl Reducer<'a, A>) {\n    |                                                                                 ^^^^^^^^^^^^^^ required by this bound in `register_reducer`\n\nerror[E0277]: invalid reducer signature\n  --> src/lib.rs:23:8\n   |\n22 | #[spacetimedb::reducer]\n   | ----------------------- required by a bound introduced by this call\n23 | pub fn tick(_ctx: &ReducerContext, _row: TickTimer) {\n   |        ^^^^ this reducer signature is not valid\n   |\n   = help: the trait `Reducer<'_, _>` is not implemented for fn item `for<'a> fn(&'a ReducerContext, {type error}) {tick}`\n   = note: \n   = note: reducer signatures must match the following pattern:\n   = note:     `Fn(&ReducerContext, [T1, ...]) [-> Result<(), impl Display>]`\n   = note: where each `Ti` type implements `SpacetimeType`.\n   = note: \nnote: required by a bound in `invoke_reducer`\n  --> /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/spacetimedb-1.11.1/src/rt.rs:45:19\n   |\n44 | pub fn invoke_reducer<'a, A: Args<'a>>(\n   |        -------------- required by a bound in this function\n45 |     reducer: impl Reducer<'a, A>,\n   |                   ^^^^^^^^^^^^^^ required by this bound in `invoke_reducer`\n\nSome errors have detailed explanations: E0277, E0412, E0422, E0599.\nFor more information about an error, try `rustc --explain E0277`.\nerror: could not compile `spacetime-module` (lib) due to 8 previous errors\nError: command [\"cargo\", \"build\", \"--config=net.git-fetch-with-cli=true\", \"--target=wasm32-unknown-unknown\", \"--release\", \"--message-format=json-render-diagnostics\"] exited with code 101\n\n--- stdout ---\n",
                         "phase": "build_or_publish"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.989487092Z",
-                  "finished_at": "2026-01-21T02:59:15.077206928Z"
+                  "started_at": "2026-01-21T14:18:35.908078479Z",
+                  "finished_at": "2026-01-21T14:19:37.910880592Z"
                 },
                 "t_018_constraints": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_018_constraints",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = account, index(name = by_name, btree(columns = [name])))]\npub struct Account {\n    #[primary_key]\n    id: i32,\n    #[unique]\n    email: String,\n    name: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let account = ctx.db.account();\n    let ids: Vec<i32> = account.iter().map(|r| r.id).collect();\n    for id in ids {\n        account.id().delete(&id);\n    }\n    account.insert(Account { id: 1, email: \"a@example.com\".to_string(), name: \"Alice\".to_string() });\n    account.insert(Account { id: 2, email: \"b@example.com\".to_string(), name: \"Bob\".to_string() });\n}",
+                  "passed_tests": 2,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = account, index(name = by_name, btree(columns = [name])))]\npub struct Account {\n    #[primary_key]\n    id: i32,\n    #[unique]\n    email: String,\n    name: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let account = ctx.db.account();\n\n    let ids: Vec<i32> = account.iter().map(|a| a.id).collect();\n    for id in ids {\n        account.id().delete(&id);\n    }\n\n    account.insert(Account { id: 1, email: \"a@example.com\".to_string(), name: \"Alice\".to_string() });\n    account.insert(Account { id: 2, email: \"b@example.com\".to_string(), name: \"Bob\".to_string() });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-018-constraints-golden",
@@ -837,20 +873,21 @@
                   "work_dir_golden": "target/llm-runs/schema/t_018_constraints/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_018_constraints/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "constraints_row_parity_after_seed": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "constraints_seed_two_rows": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `accounts`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2004c68f2e6ac4266c890f768bdb262983c9f7599dbb9e06f32ded82017a2cd/sql)\n",
-                        "phase": "sql_golden"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM account WHERE id=2"
                       }
                     },
-                    "constraints_seed_two_rows": {
+                    "constraints_row_parity_after_seed": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `accounts`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c2007264089e057969a42afbfdda031f670f8524705715a36195500f89a0a9a5/sql)\n",
-                        "phase": "sql"
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `account`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c20010a7948007a45664618aca75a9db8f4fc6cd4e974e087ef75fb3288f3ec1/sql)\n",
+                        "phase": "sql_golden"
                       }
                     },
                     "schema_parity": {
@@ -861,25 +898,25 @@
                         "llm_db": "schema-t-018-constraints-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.988958150Z",
-                  "finished_at": "2026-01-21T02:59:11.094437570Z"
+                  "started_at": "2026-01-21T14:18:35.907508543Z",
+                  "finished_at": "2026-01-21T14:19:10.243578605Z"
                 },
                 "t_019_many_to_many": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_019_many_to_many",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{reducer, table, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    user_id: i32,\n    name: String,\n}\n\n#[table(name = group)]\npub struct Group {\n    #[primary_key]\n    group_id: i32,\n    title: String,\n}\n\n#[table(\n    name = membership,\n    index(name = by_user, btree(columns = [user_id])),\n    index(name = by_group, btree(columns = [group_id]))\n)]\npub struct Membership {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    group_id: i32,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let membership = ctx.db.membership();\n    for m in membership.iter() {\n        membership.id().delete(&m.id);\n    }\n\n    let group = ctx.db.group();\n    for g in group.iter() {\n        group.group_id().delete(&g.group_id);\n    }\n\n    let user = ctx.db.user();\n    for u in user.iter() {\n        user.user_id().delete(&u.user_id);\n    }\n\n    let user = ctx.db.user();\n    user.insert(User {\n        user_id: 1,\n        name: \"Alice\".to_string(),\n    });\n    user.insert(User {\n        user_id: 2,\n        name: \"Bob\".to_string(),\n    });\n\n    let group = ctx.db.group();\n    group.insert(Group {\n        group_id: 10,\n        title: \"Admin\".to_string(),\n    });\n    group.insert(Group {\n        group_id: 20,\n        title: \"Dev\".to_string(),\n    });\n\n    let membership = ctx.db.membership();\n    membership.insert(Membership {\n        id: 1,\n        user_id: 1,\n        group_id: 10,\n    });\n    membership.insert(Membership {\n        id: 2,\n        user_id: 1,\n        group_id: 20,\n    });\n    membership.insert(Membership {\n        id: 3,\n        user_id: 2,\n        group_id: 20,\n    });\n}",
+                  "passed_tests": 5,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = user)]\npub struct User {\n    #[primary_key]\n    user_id: i32,\n    name: String,\n}\n\n#[table(name = group)]\npub struct Group {\n    #[primary_key]\n    group_id: i32,\n    title: String,\n}\n\n#[table(\n    name = membership,\n    index(name = by_user, btree(columns = [user_id])),\n    index(name = by_group, btree(columns = [group_id]))\n)]\npub struct Membership {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    group_id: i32,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let membership_table = ctx.db.membership();\n    let membership_ids: Vec<i32> = membership_table.iter().map(|m| m.id).collect();\n    for id in membership_ids {\n        membership_table.id().delete(&id);\n    }\n\n    let user_table = ctx.db.user();\n    let user_ids: Vec<i32> = user_table.iter().map(|u| u.user_id).collect();\n    for id in user_ids {\n        user_table.user_id().delete(&id);\n    }\n\n    let group_table = ctx.db.group();\n    let group_ids: Vec<i32> = group_table.iter().map(|g| g.group_id).collect();\n    for id in group_ids {\n        group_table.group_id().delete(&id);\n    }\n\n    user_table.insert(User { user_id: 1, name: \"Alice\".to_string() });\n    user_table.insert(User { user_id: 2, name: \"Bob\".to_string() });\n\n    group_table.insert(Group { group_id: 10, title: \"Admin\".to_string() });\n    group_table.insert(Group { group_id: 20, title: \"Dev\".to_string() });\n\n    membership_table.insert(Membership { id: 1, user_id: 1, group_id: 10 });\n    membership_table.insert(Membership { id: 2, user_id: 1, group_id: 20 });\n    membership_table.insert(Membership { id: 3, user_id: 2, group_id: 20 });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-019-many-to-many-golden",
@@ -887,20 +924,22 @@
                   "work_dir_golden": "target/llm-runs/schema/t_019_many_to_many/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_019_many_to_many/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "memberships_three_rows": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "m2m_has_2_20": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200f0f1d573c42afd4ee8da1dd0dd3451a29e5107773cb5d3d82c6120955401/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=2 AND group_id=20"
                       }
                     },
                     "m2m_has_1_20": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200f0f1d573c42afd4ee8da1dd0dd3451a29e5107773cb5d3d82c6120955401/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=1 AND group_id=20"
                       }
                     },
                     "schema_parity": {
@@ -911,41 +950,43 @@
                         "llm_db": "schema-t-019-many-to-many-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "m2m_has_1_10": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200f0f1d573c42afd4ee8da1dd0dd3451a29e5107773cb5d3d82c6120955401/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=1 AND group_id=10"
                       }
                     },
-                    "m2m_has_2_20": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "memberships_three_rows": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200f0f1d573c42afd4ee8da1dd0dd3451a29e5107773cb5d3d82c6120955401/sql)\n",
-                        "phase": "sql"
+                        "actual": 3,
+                        "expected": 3,
+                        "sql": "SELECT COUNT(*) AS n FROM membership"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:59:06.406460953Z",
-                  "finished_at": "2026-01-21T02:59:37.578996881Z"
+                  "started_at": "2026-01-21T14:19:11.151282473Z",
+                  "finished_at": "2026-01-21T14:19:48.484607944Z"
                 },
                 "t_020_ecs": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_020_ecs",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
                   "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n}\n\n#[table(name = position)]\npub struct Position {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[table(name = velocity)]\npub struct Velocity {\n    #[primary_key]\n    entity_id: i32,\n    vx: i32,\n    vy: i32,\n}\n\n#[table(name = next_position)]\npub struct NextPosition {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    // Make seeding idempotent by deleting any existing rows for these entities.\n    for id in [1i32, 2i32] {\n        ctx.db.entity().id().delete(&id);\n        ctx.db.position().entity_id().delete(&id);\n        ctx.db.velocity().entity_id().delete(&id);\n        ctx.db.next_position().entity_id().delete(&id);\n    }\n\n    // Insert entities\n    ctx.db.entity().insert(Entity { id: 1 });\n    ctx.db.entity().insert(Entity { id: 2 });\n\n    // Insert positions\n    ctx.db.position().insert(Position { entity_id: 1, x: 0, y: 0 });\n    ctx.db.position().insert(Position { entity_id: 2, x: 10, y: 0 });\n\n    // Insert velocities\n    ctx.db.velocity().insert(Velocity { entity_id: 1, vx: 1, vy: 0 });\n    ctx.db.velocity().insert(Velocity { entity_id: 2, vx: -2, vy: 3 });\n}\n\n#[reducer]\npub fn step(ctx: &ReducerContext) {\n    for p in ctx.db.position().iter() {\n        if let Some(v) = ctx.db.velocity().entity_id().find(p.entity_id) {\n            let next = NextPosition {\n                entity_id: p.entity_id,\n                x: p.x + v.vx,\n                y: p.y + v.vy,\n            };\n\n            if ctx.db.next_position().entity_id().find(p.entity_id).is_some() {\n                ctx.db.next_position().entity_id().update(next);\n            } else {\n                ctx.db.next_position().insert(next);\n            }\n        }\n    }\n}",
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table, UniqueColumn};\n\n#[table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n}\n\n#[table(name = position)]\npub struct Position {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[table(name = velocity)]\npub struct Velocity {\n    #[primary_key]\n    entity_id: i32,\n    vx: i32,\n    vy: i32,\n}\n\n#[table(name = next_position)]\npub struct NextPosition {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let _ = ctx.db.entity().try_insert(Entity { id: 1 });\n    let _ = ctx.db.position().try_insert(Position { entity_id: 1, x: 0, y: 0 });\n    let _ = ctx.db.velocity().try_insert(Velocity { entity_id: 1, vx: 1, vy: 0 });\n\n    let _ = ctx.db.entity().try_insert(Entity { id: 2 });\n    let _ = ctx.db.position().try_insert(Position { entity_id: 2, x: 10, y: 0 });\n    let _ = ctx.db.velocity().try_insert(Velocity { entity_id: 2, vx: -2, vy: 3 });\n}\n\n#[reducer]\npub fn step(ctx: &ReducerContext) {\n    let positions = ctx.db.position();\n    let velocities = ctx.db.velocity().entity_id();\n    let next_table = ctx.db.next_position();\n    let next_pk = next_table.entity_id();\n\n    for pos in positions.iter() {\n        if let Some(vel) = velocities.find(pos.entity_id) {\n            let nx = pos.x + vel.vx;\n            let ny = pos.y + vel.vy;\n\n            if next_table.try_insert(NextPosition { entity_id: pos.entity_id, x: nx, y: ny }).is_err() {\n                let _ = next_pk.update(NextPosition { entity_id: pos.entity_id, x: nx, y: ny });\n            }\n        }\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-020-ecs-golden",
@@ -953,11 +994,24 @@
                   "work_dir_golden": "target/llm-runs/schema/t_020_ecs/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_020_ecs/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "ecs_next_pos_entity2": {
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "golden_db": "schema-t-020-ecs-golden",
+                        "llm_db": "schema-t-020-ecs-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:35649",
+                        "tables_diff": null,
+                        "tables_equal": true
+                      }
+                    },
+                    "ecs_seed_positions_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20042cff9c7946b39775ffe3eb20c6e1ea7d90d2066a26f476e9dfd6c5d0ff2/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c200a61820d8eb2ff0dd4e11af5eb853d1e10ed3ba4a1fc862df91d6bec0654c/sql)\n",
                         "phase": "sql"
                       }
                     },
@@ -965,53 +1019,40 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20042cff9c7946b39775ffe3eb20c6e1ea7d90d2066a26f476e9dfd6c5d0ff2/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c200a61820d8eb2ff0dd4e11af5eb853d1e10ed3ba4a1fc862df91d6bec0654c/sql)\n",
                         "phase": "sql"
                       }
                     },
-                    "schema_parity": {
-                      "pass": true,
-                      "partial": 1.0,
-                      "notes": {
-                        "golden_db": "schema-t-020-ecs-golden",
-                        "llm_db": "schema-t-020-ecs-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
-                        "tables_diff": null,
-                        "tables_equal": true
-                      }
-                    },
                     "ecs_step_next_positions_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20042cff9c7946b39775ffe3eb20c6e1ea7d90d2066a26f476e9dfd6c5d0ff2/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c200a61820d8eb2ff0dd4e11af5eb853d1e10ed3ba4a1fc862df91d6bec0654c/sql)\n",
                         "phase": "sql"
                       }
                     },
-                    "ecs_seed_positions_count": {
+                    "ecs_next_pos_entity2": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c20042cff9c7946b39775ffe3eb20c6e1ea7d90d2066a26f476e9dfd6c5d0ff2/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:35649/v1/database/c200a61820d8eb2ff0dd4e11af5eb853d1e10ed3ba4a1fc862df91d6bec0654c/sql)\n",
                         "phase": "sql"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.989228735Z",
-                  "finished_at": "2026-01-21T02:59:12.736847722Z"
+                  "started_at": "2026-01-21T14:18:35.907796148Z",
+                  "finished_at": "2026-01-21T14:19:23.865534399Z"
                 },
                 "t_021_multi_column_index": {
-                  "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+                  "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
                   "task": "t_021_multi_column_index",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = log, index(name = by_user_day, btree(columns = [user_id, day])))]\npub struct Log {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    day: i32,\n    message: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    let t = ctx.db.log();\n    t.insert(Log { id: 1, user_id: 7, day: 1, message: \"a\".to_string() });\n    t.insert(Log { id: 2, user_id: 7, day: 2, message: \"b\".to_string() });\n    t.insert(Log { id: 3, user_id: 9, day: 1, message: \"c\".to_string() });\n}",
+                  "passed_tests": 4,
+                  "llm_output": "use spacetimedb::{table, reducer, ReducerContext, Table};\n\n#[table(name = log, index(name = by_user_day, btree(columns = [user_id, day])))]\npub struct Log {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    day: i32,\n    message: String,\n}\n\n#[reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.log().insert(Log { id: 1, user_id: 7, day: 1, message: \"a\".to_string() });\n    ctx.db.log().insert(Log { id: 2, user_id: 7, day: 2, message: \"b\".to_string() });\n    ctx.db.log().insert(Log { id: 3, user_id: 9, day: 1, message: \"c\".to_string() });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-021-multi-column-index-golden",
@@ -1019,12 +1060,31 @@
                   "work_dir_golden": "target/llm-runs/schema/t_021_multi_column_index/rust/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_021_multi_column_index/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "mcindex_lookup_u7_d2": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM log WHERE user_id=7 AND day=2"
+                      }
+                    },
                     "mcindex_lookup_u7_d1": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200ee4a7ab3bfac4eb99773a89276a388caff68afee608774308da6ea8c6c62/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM log WHERE user_id=7 AND day=1"
+                      }
+                    },
+                    "mcindex_seed_count": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 3,
+                        "expected": 3,
+                        "sql": "SELECT COUNT(*) AS n FROM log"
                       }
                     },
                     "schema_parity": {
@@ -1035,31 +1095,15 @@
                         "llm_db": "schema-t-021-multi-column-index-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:36703",
+                        "server": "http://127.0.0.1:35649",
                         "tables_diff": null,
                         "tables_equal": true
                       }
-                    },
-                    "mcindex_seed_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200ee4a7ab3bfac4eb99773a89276a388caff68afee608774308da6ea8c6c62/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "mcindex_lookup_u7_d2": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:36703/v1/database/c200ee4a7ab3bfac4eb99773a89276a388caff68afee608774308da6ea8c6c62/sql)\n",
-                        "phase": "sql"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T02:58:37.989089386Z",
-                  "finished_at": "2026-01-21T02:59:07.910379679Z"
+                  "started_at": "2026-01-21T14:18:35.907655515Z",
+                  "finished_at": "2026-01-21T14:19:22.313889904Z"
                 }
               }
             }
@@ -1067,27 +1111,27 @@
         },
         {
           "mode": "docs",
-          "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+          "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
           "models": [
             {
               "name": "GPT-5",
               "route_api_model": "gpt-5",
               "tasks": {
                 "t_000_empty_reducers": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_000_empty_reducers",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::ReducerContext;\n\n#[spacetimedb::reducer]\npub fn empty_reducer_no_args(_ctx: &ReducerContext) -> () {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_int(_ctx: &ReducerContext, _count: i32) -> () {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_string(_ctx: &ReducerContext, _name: String) -> () {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_two_args(_ctx: &ReducerContext, _count: i32, _name: String) -> () {\n}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_three_args(_ctx: &ReducerContext, _active: bool, _ratio: f32, _label: String) -> () {\n}",
+                  "llm_output": "use spacetimedb::ReducerContext;\n\n#[spacetimedb::reducer]\npub fn empty_reducer_no_args(_ctx: &ReducerContext) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_int(_ctx: &ReducerContext, count: i32) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_string(_ctx: &ReducerContext, name: String) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_two_args(_ctx: &ReducerContext, count: i32, name: String) {}\n\n#[spacetimedb::reducer]\npub fn empty_reducer_with_three_args(_ctx: &ReducerContext, active: bool, ratio: f32, label: String) {}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-000-empty-reducers-golden",
                   "llm_db": "basics-t-000-empty-reducers-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_000_empty_reducers\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_000_empty_reducers\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_000_empty_reducers/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_000_empty_reducers/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1099,24 +1143,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:23.847332100Z",
-                  "finished_at": "2026-01-17T17:24:32.531014600Z"
+                  "started_at": "2026-01-21T14:21:40.538266226Z",
+                  "finished_at": "2026-01-21T14:22:00.529051944Z"
                 },
                 "t_001_basic_tables": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_001_basic_tables",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::Table;\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::table(name = product)]\npub struct Product {\n    #[primary_key]\n    id: i32,\n    title: String,\n    price: f32,\n    in_stock: bool,\n}\n\n#[spacetimedb::table(name = note)]\npub struct Note {\n    #[primary_key]\n    id: i32,\n    body: String,\n    rating: i64,\n    pinned: bool,\n}",
+                  "llm_output": "#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::table(name = product)]\npub struct Product {\n    #[primary_key]\n    id: i32,\n    title: String,\n    price: f32,\n    in_stock: bool,\n}\n\n#[spacetimedb::table(name = note)]\npub struct Note {\n    #[primary_key]\n    id: i32,\n    body: String,\n    rating: i64,\n    pinned: bool,\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-001-basic-tables-golden",
                   "llm_db": "basics-t-001-basic-tables-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_001_basic_tables\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_001_basic_tables\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_001_basic_tables/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_001_basic_tables/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1128,24 +1172,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:23.902249Z",
-                  "finished_at": "2026-01-17T17:24:32.761372900Z"
+                  "started_at": "2026-01-21T14:21:48.480744878Z",
+                  "finished_at": "2026-01-21T14:22:12.001034170Z"
                 },
                 "t_002_scheduled_table": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_002_scheduled_table",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use std::time::Duration;\nuse spacetimedb::{ReducerContext, ScheduleAt, Table};\n\n#[spacetimedb::table(name = tick_timer, scheduled(tick))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[spacetimedb::reducer]\npub fn tick(_ctx: &ReducerContext, _timer: TickTimer) -> Result<(), String> {\n    Ok(())\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    if ctx.db.tick_timer().count() == 0 {\n        ctx.db.tick_timer().try_insert(TickTimer {\n            scheduled_id: 0,\n            scheduled_at: ScheduleAt::Interval(Duration::from_micros(50_000).into()),\n        })?;\n    }\n    Ok(())\n}",
+                  "llm_output": "use std::time::Duration;\nuse spacetimedb::{ReducerContext, ScheduleAt, Table};\n\n#[spacetimedb::table(name = tick_timer, scheduled(tick))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[spacetimedb::reducer]\npub fn tick(_ctx: &ReducerContext, _timer: TickTimer) -> Result<(), String> {\n    Ok(())\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    ctx.db.tick_timer().try_insert(TickTimer {\n        scheduled_id: 0,\n        scheduled_at: ScheduleAt::Interval(Duration::from_micros(50_000).into()),\n    })?;\n    Ok(())\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-002-scheduled-table-golden",
                   "llm_db": "basics-t-002-scheduled-table-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_002_scheduled_table\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_002_scheduled_table\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_002_scheduled_table/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_002_scheduled_table/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1157,24 +1201,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:23.953682500Z",
-                  "finished_at": "2026-01-17T17:24:33.012912700Z"
+                  "started_at": "2026-01-21T14:22:11.952391260Z",
+                  "finished_at": "2026-01-21T14:22:41.544660173Z"
                 },
                 "t_003_struct_in_table": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_003_struct_in_table",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "#[derive(spacetimedb::SpacetimeType, Clone, Debug)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n    pos: Position,\n}",
+                  "llm_output": "use spacetimedb::SpacetimeType;\n\n#[derive(SpacetimeType, Clone, Debug)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n    pos: Position,\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-003-struct-in-table-golden",
                   "llm_db": "basics-t-003-struct-in-table-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_003_struct_in_table\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_003_struct_in_table\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_003_struct_in_table/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_003_struct_in_table/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1186,11 +1230,11 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:24.009687400Z",
-                  "finished_at": "2026-01-17T17:24:32.595062100Z"
+                  "started_at": "2026-01-21T14:22:12.001060587Z",
+                  "finished_at": "2026-01-21T14:22:37.917230915Z"
                 },
                 "t_004_insert": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_004_insert",
                   "lang": "rust",
                   "golden_published": true,
@@ -1202,8 +1246,8 @@
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-004-insert-golden",
                   "llm_db": "basics-t-004-insert-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_004_insert\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_004_insert\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_004_insert/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_004_insert/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "data_parity_insert_user": {
                       "pass": false,
@@ -1223,24 +1267,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:24.061380200Z",
-                  "finished_at": "2026-01-17T17:24:32.822537300Z"
+                  "started_at": "2026-01-21T14:21:46.594289912Z",
+                  "finished_at": "2026-01-21T14:22:12.282503145Z"
                 },
                 "t_005_update": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_005_update",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn update_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    if ctx.db.user().id().find(id).is_some() {\n        ctx.db.user().id().update(User { id, name, age, active });\n    }\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn update_user(ctx: &ReducerContext, id: i32, name: String, age: i32, active: bool) {\n    let row = User { id, name, age, active };\n    ctx.db.user().id().update(row);\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-005-update-golden",
                   "llm_db": "basics-t-005-update-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_005_update\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_005_update\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_005_update/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_005_update/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "seed_users_row": {
                       "pass": false,
@@ -1269,11 +1313,11 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:24.116749100Z",
-                  "finished_at": "2026-01-17T17:24:33.107785500Z"
+                  "started_at": "2026-01-21T14:21:34.588040880Z",
+                  "finished_at": "2026-01-21T14:21:58.677739989Z"
                 },
                 "t_006_delete": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_006_delete",
                   "lang": "rust",
                   "golden_published": true,
@@ -1285,8 +1329,8 @@
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-006-delete-golden",
                   "llm_db": "basics-t-006-delete-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_006_delete\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_006_delete\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_006_delete/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_006_delete/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1296,15 +1340,6 @@
                         "phase": "describe_golden"
                       }
                     },
-                    "delete_user_count_zero": {
-                      "pass": true,
-                      "partial": 1.0,
-                      "notes": {
-                        "actual": 0,
-                        "expected": 0,
-                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=1"
-                      }
-                    },
                     "seed_users_row": {
                       "pass": false,
                       "partial": 0.0,
@@ -1313,34 +1348,43 @@
                         "phase": "sql_golden",
                         "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
                       }
+                    },
+                    "delete_user_count_zero": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 0,
+                        "expected": 0,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=1"
+                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:24.171770800Z",
-                  "finished_at": "2026-01-17T17:24:32.728374300Z"
+                  "started_at": "2026-01-21T14:21:47.161831026Z",
+                  "finished_at": "2026-01-21T14:22:11.952358679Z"
                 },
                 "t_007_crud": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_007_crud",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
                   "passed_tests": 1,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn crud(ctx: &ReducerContext) {\n    ctx.db.user().insert(User { id: 1, name: \"Alice\".into(), age: 30, active: true });\n    ctx.db.user().insert(User { id: 2, name: \"Bob\".into(), age: 22, active: false });\n    if let Some(mut u) = ctx.db.user().id().find(1) {\n        u.name = \"Alice2\".into();\n        u.age = 31;\n        u.active = false;\n        ctx.db.user().id().update(u);\n    }\n    ctx.db.user().id().delete(2);\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer]\npub fn crud(ctx: &ReducerContext) {\n    ctx.db.user().insert(User {\n        id: 1,\n        name: \"Alice\".into(),\n        age: 30,\n        active: true,\n    });\n    ctx.db.user().insert(User {\n        id: 2,\n        name: \"Bob\".into(),\n        age: 22,\n        active: false,\n    });\n    ctx.db.user().id().update(User {\n        id: 1,\n        name: \"Alice2\".into(),\n        age: 31,\n        active: false,\n    });\n    ctx.db.user().id().delete(2);\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-007-crud-golden",
                   "llm_db": "basics-t-007-crud-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_007_crud\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_007_crud\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_007_crud/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_007_crud/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
+                    "crud_row_id1_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-007-crud-golden`.\n",
-                        "phase": "describe_golden"
+                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-007-crud-golden`.\n",
+                        "phase": "call_reducer_golden"
                       }
                     },
                     "crud_row_id2_deleted": {
@@ -1352,51 +1396,50 @@
                         "sql": "SELECT COUNT(*) AS n FROM user WHERE id=2"
                       }
                     },
-                    "crud_total_count_one": {
+                    "schema_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "actual": 0,
-                        "expected": 1,
-                        "sql": "SELECT COUNT(*) AS n FROM user"
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-007-crud-golden`.\n",
+                        "phase": "describe_golden"
                       }
                     },
-                    "crud_row_id1_parity": {
+                    "crud_total_count_one": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-007-crud-golden`.\n",
-                        "phase": "call_reducer_golden"
+                        "actual": 0,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM user"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:23:24.224357900Z",
-                  "finished_at": "2026-01-17T17:24:32.979731500Z"
+                  "started_at": "2026-01-21T14:22:10.821161916Z",
+                  "finished_at": "2026-01-21T14:22:46.286037243Z"
                 },
                 "t_008_index_lookup": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_008_index_lookup",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    name: String,\n}\n\n#[spacetimedb::reducer]\npub fn lookup_user_name(ctx: &ReducerContext, id: i32) {\n    if let Some(user) = ctx.db.user().id().find(id) {\n        ctx.db.result().insert(ResultRow { id: user.id, name: user.name });\n    }\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    name: String,\n}\n\n#[spacetimedb::reducer]\npub fn lookup_user_name(ctx: &ReducerContext, id: i32) {\n    if let Some(u) = ctx.db.user().id().find(id) {\n        if ctx.db.result().id().find(u.id).is_some() {\n            ctx.db.result().id().delete(u.id);\n        }\n        ctx.db.result().insert(ResultRow { id: u.id, name: u.name.clone() });\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-008-index-lookup-golden",
                   "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_008_index_lookup\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_008_index_lookup\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_008_index_lookup/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_008_index_lookup/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "seed_user_row": {
+                    "index_lookup_projection_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-008-index-lookup-golden`.\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
+                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-008-index-lookup-golden`.\n",
+                        "phase": "call_reducer_golden"
                       }
                     },
                     "schema_parity": {
@@ -1407,34 +1450,35 @@
                         "phase": "describe_golden"
                       }
                     },
-                    "index_lookup_projection_parity": {
+                    "seed_user_row": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-008-index-lookup-golden`.\n",
-                        "phase": "call_reducer_golden"
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-008-index-lookup-golden`.\n",
+                        "phase": "sql_golden",
+                        "sql": "INSERT INTO user(id, name, age, active) VALUES (1, 'Alice', 30, true)"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.107958900Z",
-                  "finished_at": "2026-01-17T17:25:30.626814500Z"
+                  "started_at": "2026-01-21T14:22:00.529097245Z",
+                  "finished_at": "2026-01-21T14:22:33.621609978Z"
                 },
                 "t_009_init": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_009_init",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
                   "passed_tests": 3,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    ctx.db.user().try_insert(User { id: 1, name: \"Alice\".to_string(), age: 30, active: true })?;\n    ctx.db.user().try_insert(User { id: 2, name: \"Bob\".to_string(), age: 22, active: false })?;\n    Ok(())\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    id: i32,\n    name: String,\n    age: i32,\n    active: bool,\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    ctx.db.user().insert(User { id: 1, name: \"Alice\".to_string(), age: 30, active: true });\n    ctx.db.user().insert(User { id: 2, name: \"Bob\".to_string(), age: 22, active: false });\n    Ok(())\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-009-init-golden",
                   "llm_db": "basics-t-009-init-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_009_init\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_009_init\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_009_init/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_009_init/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1444,22 +1488,22 @@
                         "phase": "describe_golden"
                       }
                     },
-                    "init_total_two": {
+                    "init_seed_bob": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "actual": 2,
-                        "expected": 2,
-                        "sql": "SELECT COUNT(*) AS n FROM user"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=2 AND name='Bob'   AND age=22 AND active=false"
                       }
                     },
-                    "init_seed_bob": {
+                    "init_total_two": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "actual": 1,
-                        "expected": 1,
-                        "sql": "SELECT COUNT(*) AS n FROM user WHERE id=2 AND name='Bob'   AND age=22 AND active=false"
+                        "actual": 2,
+                        "expected": 2,
+                        "sql": "SELECT COUNT(*) AS n FROM user"
                       }
                     },
                     "init_seed_alice": {
@@ -1473,24 +1517,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.164389600Z",
-                  "finished_at": "2026-01-17T17:25:31.181189800Z"
+                  "started_at": "2026-01-21T14:21:55.444392643Z",
+                  "finished_at": "2026-01-21T14:22:19.470986607Z"
                 },
                 "t_010_connect": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_010_connect",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = events)]\npub struct Event {\n    #[primary_key]\n    #[auto_inc]\n    id: i32,\n    kind: String,\n}\n\n#[spacetimedb::reducer(client_connected)]\npub fn client_connected(ctx: &ReducerContext) {\n    ctx.db.events().insert(Event {\n        id: 0,\n        kind: \"connected\".into(),\n    });\n}\n\n#[spacetimedb::reducer(client_disconnected)]\npub fn client_disconnected(ctx: &ReducerContext) {\n    ctx.db.events().insert(Event {\n        id: 0,\n        kind: \"disconnected\".into(),\n    });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = event)]\npub struct Event {\n    #[primary_key]\n    #[auto_inc]\n    id: i32,\n    kind: String,\n}\n\n#[spacetimedb::reducer(client_connected)]\npub fn client_connected(ctx: &ReducerContext) {\n    ctx.db.event().insert(Event {\n        id: 0,\n        kind: \"connected\".to_string(),\n    });\n}\n\n#[spacetimedb::reducer(client_disconnected)]\npub fn client_disconnected(ctx: &ReducerContext) {\n    ctx.db.event().insert(Event {\n        id: 0,\n        kind: \"disconnected\".to_string(),\n    });\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-010-connect-golden",
                   "llm_db": "basics-t-010-connect-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_010_connect\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_010_connect\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_010_connect/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_010_connect/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1502,11 +1546,11 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.220990900Z",
-                  "finished_at": "2026-01-17T17:25:30.501080300Z"
+                  "started_at": "2026-01-21T14:21:58.677762439Z",
+                  "finished_at": "2026-01-21T14:22:18.596879368Z"
                 },
                 "t_011_helper_function": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_011_helper_function",
                   "lang": "rust",
                   "golden_published": true,
@@ -1518,9 +1562,17 @@
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-011-helper-function-golden",
                   "llm_db": "basics-t-011-helper-function-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\basics\\t_011_helper_function\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\basics\\t_011_helper_function\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/basics/t_011_helper_function/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/basics/t_011_helper_function/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "schema_parity": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-011-helper-function-golden`.\n",
+                        "phase": "describe_golden"
+                      }
+                    },
                     "helper_func_sum_parity": {
                       "pass": false,
                       "partial": 0.0,
@@ -1537,35 +1589,27 @@
                         "expected": 1,
                         "sql": "SELECT COUNT(*) AS n FROM result WHERE id=1 AND sum=5"
                       }
-                    },
-                    "schema_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `basics-t-011-helper-function-golden`.\n",
-                        "phase": "describe_golden"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.278357700Z",
-                  "finished_at": "2026-01-17T17:25:18.585097100Z"
+                  "started_at": "2026-01-21T14:21:53.224979909Z",
+                  "finished_at": "2026-01-21T14:22:33.683778427Z"
                 },
                 "t_012_spacetime_product_type": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_012_spacetime_product_type",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType, Clone, Debug)]\npub struct Score {\n    left: i32,\n    right: i32,\n}\n\n#[spacetimedb::table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    value: Score,\n}\n\n#[spacetimedb::reducer]\npub fn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {\n    ctx.db.result().insert(ResultRow {\n        id,\n        value: Score { left, right },\n    });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType, Clone)]\npub struct Score {\n    left: i32,\n    right: i32,\n}\n\n#[spacetimedb::table(name = result)]\npub struct ResultRow {\n    #[primary_key]\n    id: i32,\n    value: Score,\n}\n\n#[spacetimedb::reducer]\npub fn set_score(ctx: &ReducerContext, id: i32, left: i32, right: i32) {\n    ctx.db.result().insert(ResultRow {\n        id,\n        value: Score { left, right },\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-012-spacetime-product-type-golden",
                   "llm_db": "schema-t-012-spacetime-product-type-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_012_spacetime_product_type\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_012_spacetime_product_type\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_012_spacetime_product_type/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_012_spacetime_product_type/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "product_type_row_count": {
                       "pass": false,
@@ -1576,29 +1620,29 @@
                         "sql": "SELECT COUNT(*) AS n FROM result WHERE id=1"
                       }
                     },
-                    "product_type_row_parity": {
+                    "schema_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-012-spacetime-product-type-golden`.\n",
-                        "phase": "call_reducer_golden"
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-012-spacetime-product-type-golden`.\n",
+                        "phase": "describe_golden"
                       }
                     },
-                    "schema_parity": {
+                    "product_type_row_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-012-spacetime-product-type-golden`.\n",
-                        "phase": "describe_golden"
+                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-012-spacetime-product-type-golden`.\n",
+                        "phase": "call_reducer_golden"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.335528Z",
-                  "finished_at": "2026-01-17T17:25:31.048649800Z"
+                  "started_at": "2026-01-21T14:20:49.393411055Z",
+                  "finished_at": "2026-01-21T14:21:33.440256268Z"
                 },
                 "t_013_spacetime_sum_type": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_013_spacetime_sum_type",
                   "lang": "rust",
                   "golden_published": true,
@@ -1610,8 +1654,8 @@
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-013-spacetime-sum-type-golden",
                   "llm_db": "schema-t-013-spacetime-sum-type-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_013_spacetime_sum_type\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_013_spacetime_sum_type\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_013_spacetime_sum_type/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_013_spacetime_sum_type/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "sum_type_row_parity": {
                       "pass": false,
@@ -1640,24 +1684,24 @@
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.393640100Z",
-                  "finished_at": "2026-01-17T17:25:30.952675100Z"
+                  "started_at": "2026-01-21T14:20:49.395892681Z",
+                  "finished_at": "2026-01-21T14:21:47.161797251Z"
                 },
                 "t_014_elementary_columns": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_014_elementary_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = primitives, public)]\npub struct Primitive {\n    #[primary_key]\n    id: i32,\n    count: i32,\n    total: i64,\n    price: f32,\n    ratio: f64,\n    active: bool,\n    name: String,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.primitives().insert(Primitive {\n        id: 1,\n        count: 2,\n        total: 3_000_000_000,\n        price: 1.5f32,\n        ratio: 2.25f64,\n        active: true,\n        name: \"Alice\".to_string(),\n    });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = primitive)]\npub struct Primitive {\n    #[primary_key]\n    id: i32,\n    count: i32,\n    total: i64,\n    price: f32,\n    ratio: f64,\n    active: bool,\n    name: String,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.primitive().insert(Primitive {\n        id: 1,\n        count: 2,\n        total: 3_000_000_000i64,\n        price: 1.5f32,\n        ratio: 2.25f64,\n        active: true,\n        name: \"Alice\".to_string(),\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-014-elementary-columns-golden",
                   "llm_db": "schema-t-014-elementary-columns-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_014_elementary_columns\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_014_elementary_columns\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_014_elementary_columns/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_014_elementary_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "elementary_columns_row_parity": {
                       "pass": false,
@@ -1667,58 +1711,50 @@
                         "phase": "call_reducer_golden"
                       }
                     },
-                    "elementary_columns_row_count": {
+                    "schema_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "actual": 0,
-                        "expected": 1,
-                        "sql": "SELECT COUNT(*) AS n FROM primitives WHERE id=1"
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-014-elementary-columns-golden`.\n",
+                        "phase": "describe_golden"
                       }
                     },
-                    "schema_parity": {
+                    "elementary_columns_row_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-014-elementary-columns-golden`.\n",
-                        "phase": "describe_golden"
+                        "actual": 0,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM primitive WHERE id=1"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.447981400Z",
-                  "finished_at": "2026-01-17T17:25:30.756400Z"
+                  "started_at": "2026-01-21T14:21:28.478381978Z",
+                  "finished_at": "2026-01-21T14:21:55.444361890Z"
                 },
                 "t_015_product_type_columns": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_015_product_type_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType, Clone, Debug)]\npub struct Address {\n    street: String,\n    zip: i32,\n}\n\n#[derive(SpacetimeType, Clone, Debug)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = profile)]\npub struct Profile {\n    #[primary_key]\n    id: i32,\n    home: Address,\n    work: Address,\n    pos: Position,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.profile().insert(Profile {\n        id: 1,\n        home: Address {\n            street: \"1 Main\".to_string(),\n            zip: 11111,\n        },\n        work: Address {\n            street: \"2 Broad\".to_string(),\n            zip: 22222,\n        },\n        pos: Position { x: 7, y: 9 },\n    });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType)]\npub struct Address {\n    street: String,\n    zip: i32,\n}\n\n#[derive(SpacetimeType)]\npub struct Position {\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = profile)]\npub struct Profile {\n    #[primary_key]\n    id: i32,\n    home: Address,\n    work: Address,\n    pos: Position,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) -> Result<(), String> {\n    for row in ctx.db.profile().iter() {\n        ctx.db.profile().id().delete(row.id);\n    }\n    ctx.db.profile().insert(Profile {\n        id: 1,\n        home: Address { street: \"1 Main\".into(), zip: 11111 },\n        work: Address { street: \"2 Broad\".into(), zip: 22222 },\n        pos: Position { x: 7, y: 9 },\n    });\n    Ok(())\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-015-product-type-columns-golden",
                   "llm_db": "schema-t-015-product-type-columns-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_015_product_type_columns\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_015_product_type_columns\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_015_product_type_columns/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_015_product_type_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-015-product-type-columns-golden`.\n",
-                        "phase": "describe_golden"
-                      }
-                    },
-                    "product_type_columns_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-015-product-type-columns-golden`.\n",
-                        "phase": "call_reducer_golden"
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-015-product-type-columns-golden`.\n",
+                        "phase": "describe_golden"
                       }
                     },
                     "product_type_columns_row_count": {
@@ -1729,28 +1765,44 @@
                         "expected": 1,
                         "sql": "SELECT COUNT(*) AS n FROM profile WHERE id=1"
                       }
+                    },
+                    "product_type_columns_row_parity": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-015-product-type-columns-golden`.\n",
+                        "phase": "call_reducer_golden"
+                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:24:33.504015500Z",
-                  "finished_at": "2026-01-17T17:25:30.857580700Z"
+                  "started_at": "2026-01-21T14:20:49.411938831Z",
+                  "finished_at": "2026-01-21T14:21:34.587946887Z"
                 },
                 "t_016_sum_type_columns": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_016_sum_type_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType)]\npub struct Rect {\n    width: i32,\n    height: i32,\n}\n\n#[derive(SpacetimeType)]\npub enum Shape {\n    Circle(i32),\n    Rectangle(Rect),\n}\n\n#[spacetimedb::table(name = drawings)]\npub struct Drawing {\n    #[primary_key]\n    id: i32,\n    a: Shape,\n    b: Shape,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.drawings().insert(Drawing {\n        id: 1,\n        a: Shape::Circle(10),\n        b: Shape::Rectangle(Rect { width: 4, height: 6 }),\n    });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, SpacetimeType, Table};\n\n#[derive(SpacetimeType, Debug, Clone)]\npub struct Rect {\n    pub width: i32,\n    pub height: i32,\n}\n\n#[derive(SpacetimeType, Debug, Clone)]\npub enum Shape {\n    Circle(i32),\n    Rectangle(Rect),\n}\n\n#[spacetimedb::table(name = drawing)]\npub struct Drawing {\n    #[primary_key]\n    pub id: i32,\n    pub a: Shape,\n    pub b: Shape,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    if ctx.db.drawing().id().find(1).is_some() {\n        ctx.db.drawing().id().delete(1);\n    }\n    ctx.db.drawing().insert(Drawing {\n        id: 1,\n        a: Shape::Circle(10),\n        b: Shape::Rectangle(Rect { width: 4, height: 6 }),\n    });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-016-sum-type-columns-golden",
                   "llm_db": "schema-t-016-sum-type-columns-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_016_sum_type_columns\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_016_sum_type_columns\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_016_sum_type_columns/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_016_sum_type_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
+                    "sum_type_columns_row_count": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:32969/v1/database/c2006c2111d8e7461a092cceb0e1b8721ea7a2f4407db04f7e55eac726ae164b/sql)\n",
+                        "phase": "sql"
+                      }
+                    },
                     "sum_type_columns_row_parity": {
                       "pass": false,
                       "partial": 0.0,
@@ -1766,45 +1818,28 @@
                         "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-016-sum-type-columns-golden`.\n",
                         "phase": "describe_golden"
                       }
-                    },
-                    "sum_type_columns_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "actual": 0,
-                        "expected": 1,
-                        "sql": "SELECT COUNT(*) AS n FROM drawings WHERE id=1"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:18.585391300Z",
-                  "finished_at": "2026-01-17T17:25:50.255623200Z"
+                  "started_at": "2026-01-21T14:20:49.398907100Z",
+                  "finished_at": "2026-01-21T14:21:53.224901102Z"
                 },
                 "t_017_scheduled_columns": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_017_scheduled_columns",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 2,
                   "passed_tests": 1,
-                  "llm_output": "use std::time::Duration;\nuse spacetimedb::{ReducerContext, ScheduleAt, Table};\n\n#[spacetimedb::table(name = tick_timer, scheduled(tick))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[spacetimedb::reducer]\npub fn tick(_ctx: &ReducerContext, _row: TickTimer) -> Result<(), String> {\n    Ok(())\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    ctx.db.tick_timer().try_insert(TickTimer {\n        scheduled_id: 0,\n        scheduled_at: ScheduleAt::Interval(Duration::from_micros(50_000).into()),\n    })?;\n    Ok(())\n}",
+                  "llm_output": "use std::time::Duration;\nuse spacetimedb::{ReducerContext, ScheduleAt, Table};\n\n#[spacetimedb::table(name = tick_timer, scheduled(tick))]\npub struct TickTimer {\n    #[primary_key]\n    #[auto_inc]\n    scheduled_id: u64,\n    scheduled_at: ScheduleAt,\n}\n\n#[spacetimedb::reducer(init)]\npub fn init(ctx: &ReducerContext) -> Result<(), String> {\n    ctx.db.tick_timer().try_insert(TickTimer {\n        scheduled_id: 0,\n        scheduled_at: ScheduleAt::Interval(Duration::from_micros(50_000).into()),\n    })?;\n    Ok(())\n}\n\n#[spacetimedb::reducer]\npub fn tick(_ctx: &ReducerContext, _timer: TickTimer) -> Result<(), String> {\n    Ok(())\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-017-scheduled-columns-golden",
                   "llm_db": "schema-t-017-scheduled-columns-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_017_scheduled_columns\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_017_scheduled_columns\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_017_scheduled_columns/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_017_scheduled_columns/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-017-scheduled-columns-golden`.\n",
-                        "phase": "describe_golden"
-                      }
-                    },
                     "scheduled_seeded_one_row": {
                       "pass": true,
                       "partial": 1.0,
@@ -1813,14 +1848,22 @@
                         "expected": 1,
                         "sql": "SELECT COUNT(*) AS n FROM tick_timer WHERE scheduled_id>=0"
                       }
+                    },
+                    "schema_parity": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-017-scheduled-columns-golden`.\n",
+                        "phase": "describe_golden"
+                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:31.181359600Z",
-                  "finished_at": "2026-01-17T17:26:19.960477500Z"
+                  "started_at": "2026-01-21T14:20:49.415161871Z",
+                  "finished_at": "2026-01-21T14:21:46.594193374Z"
                 },
                 "t_018_constraints": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_018_constraints",
                   "lang": "rust",
                   "golden_published": true,
@@ -1832,15 +1875,15 @@
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-018-constraints-golden",
                   "llm_db": "schema-t-018-constraints-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_018_constraints\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_018_constraints\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_018_constraints/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_018_constraints/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "constraints_row_parity_after_seed": {
+                    "schema_parity": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-018-constraints-golden`.\n",
-                        "phase": "call_reducer_golden"
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-018-constraints-golden`.\n",
+                        "phase": "describe_golden"
                       }
                     },
                     "constraints_seed_two_rows": {
@@ -1852,34 +1895,34 @@
                         "sql": "SELECT COUNT(*) AS n FROM account WHERE id=2"
                       }
                     },
-                    "schema_parity": {
+                    "constraints_row_parity_after_seed": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-018-constraints-golden`.\n",
-                        "phase": "describe_golden"
+                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-018-constraints-golden`.\n",
+                        "phase": "call_reducer_golden"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:31.241996400Z",
-                  "finished_at": "2026-01-17T17:26:19.302522600Z"
+                  "started_at": "2026-01-21T14:20:49.402204398Z",
+                  "finished_at": "2026-01-21T14:21:28.478303542Z"
                 },
                 "t_019_many_to_many": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_019_many_to_many",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
                   "passed_tests": 4,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    user_id: i32,\n    name: String,\n}\n\n#[spacetimedb::table(name = group)]\npub struct Group {\n    #[primary_key]\n    group_id: i32,\n    title: String,\n}\n\n#[spacetimedb::table(\n    name = membership,\n    index(name = by_user, btree(columns = [user_id])),\n    index(name = by_group, btree(columns = [group_id]))\n)]\npub struct Membership {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    group_id: i32,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    // Clear existing data to ensure tables contain exactly the specified rows\n    for m in ctx.db.membership().iter() {\n        ctx.db.membership().id().delete(&m.id);\n    }\n    for g in ctx.db.group().iter() {\n        ctx.db.group().group_id().delete(&g.group_id);\n    }\n    for u in ctx.db.user().iter() {\n        ctx.db.user().user_id().delete(&u.user_id);\n    }\n\n    // Insert users\n    ctx.db.user().insert(User { user_id: 1, name: \"Alice\".into() });\n    ctx.db.user().insert(User { user_id: 2, name: \"Bob\".into() });\n\n    // Insert groups\n    ctx.db.group().insert(Group { group_id: 10, title: \"Admin\".into() });\n    ctx.db.group().insert(Group { group_id: 20, title: \"Dev\".into() });\n\n    // Insert memberships\n    ctx.db.membership().insert(Membership { id: 1, user_id: 1, group_id: 10 });\n    ctx.db.membership().insert(Membership { id: 2, user_id: 1, group_id: 20 });\n    ctx.db.membership().insert(Membership { id: 3, user_id: 2, group_id: 20 });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = user)]\npub struct User {\n    #[primary_key]\n    user_id: i32,\n    name: String,\n}\n\n#[spacetimedb::table(name = group)]\npub struct Group {\n    #[primary_key]\n    group_id: i32,\n    title: String,\n}\n\n#[spacetimedb::table(\n    name = membership,\n    index(name = by_user, btree(columns = [user_id])),\n    index(name = by_group, btree(columns = [group_id]))\n)]\npub struct Membership {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    group_id: i32,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    // Clear existing data to ensure we insert exactly these rows\n    for m in ctx.db.membership().iter().collect::<Vec<_>>() {\n        ctx.db.membership().id().delete(m.id);\n    }\n    for u in ctx.db.user().iter().collect::<Vec<_>>() {\n        ctx.db.user().user_id().delete(u.user_id);\n    }\n    for g in ctx.db.group().iter().collect::<Vec<_>>() {\n        ctx.db.group().group_id().delete(g.group_id);\n    }\n\n    // Insert users\n    ctx.db.user().insert(User { user_id: 1, name: \"Alice\".into() });\n    ctx.db.user().insert(User { user_id: 2, name: \"Bob\".into() });\n\n    // Insert groups\n    ctx.db.group().insert(Group { group_id: 10, title: \"Admin\".into() });\n    ctx.db.group().insert(Group { group_id: 20, title: \"Dev\".into() });\n\n    // Insert memberships\n    ctx.db.membership().insert(Membership { id: 1, user_id: 1, group_id: 10 });\n    ctx.db.membership().insert(Membership { id: 2, user_id: 1, group_id: 20 });\n    ctx.db.membership().insert(Membership { id: 3, user_id: 2, group_id: 20 });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-019-many-to-many-golden",
                   "llm_db": "schema-t-019-many-to-many-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_019_many_to_many\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_019_many_to_many\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_019_many_to_many/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_019_many_to_many/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "m2m_has_2_20": {
                       "pass": true,
@@ -1899,13 +1942,13 @@
                         "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=1 AND group_id=20"
                       }
                     },
-                    "memberships_three_rows": {
+                    "m2m_has_1_10": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "actual": 3,
-                        "expected": 3,
-                        "sql": "SELECT COUNT(*) AS n FROM membership"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=1 AND group_id=10"
                       }
                     },
                     "schema_parity": {
@@ -1916,35 +1959,35 @@
                         "phase": "describe_golden"
                       }
                     },
-                    "m2m_has_1_10": {
+                    "memberships_three_rows": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "actual": 1,
-                        "expected": 1,
-                        "sql": "SELECT COUNT(*) AS n FROM membership WHERE user_id=1 AND group_id=10"
+                        "actual": 3,
+                        "expected": 3,
+                        "sql": "SELECT COUNT(*) AS n FROM membership"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:31.299904500Z",
-                  "finished_at": "2026-01-17T17:26:19.858299600Z"
+                  "started_at": "2026-01-21T14:21:33.440285473Z",
+                  "finished_at": "2026-01-21T14:22:10.821128919Z"
                 },
                 "t_020_ecs": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_020_ecs",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
                   "passed_tests": 0,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n}\n\n#[spacetimedb::table(name = position)]\npub struct Position {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = velocity)]\npub struct Velocity {\n    #[primary_key]\n    entity_id: i32,\n    vx: i32,\n    vy: i32,\n}\n\n#[spacetimedb::table(name = next_position)]\npub struct NextPosition {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    // Entities\n    if ctx.db.entity().id().find(1).is_none() {\n        ctx.db.entity().insert(Entity { id: 1 });\n    }\n    if ctx.db.entity().id().find(2).is_none() {\n        ctx.db.entity().insert(Entity { id: 2 });\n    }\n\n    // Positions\n    if let Some(mut p) = ctx.db.position().entity_id().find(1) {\n        p.x = 0;\n        p.y = 0;\n        ctx.db.position().entity_id().update(p);\n    } else {\n        ctx.db.position().insert(Position { entity_id: 1, x: 0, y: 0 });\n    }\n\n    if let Some(mut p) = ctx.db.position().entity_id().find(2) {\n        p.x = 10;\n        p.y = 0;\n        ctx.db.position().entity_id().update(p);\n    } else {\n        ctx.db.position().insert(Position { entity_id: 2, x: 10, y: 0 });\n    }\n\n    // Velocities\n    if let Some(mut v) = ctx.db.velocity().entity_id().find(1) {\n        v.vx = 1;\n        v.vy = 0;\n        ctx.db.velocity().entity_id().update(v);\n    } else {\n        ctx.db.velocity().insert(Velocity { entity_id: 1, vx: 1, vy: 0 });\n    }\n\n    if let Some(mut v) = ctx.db.velocity().entity_id().find(2) {\n        v.vx = -2;\n        v.vy = 3;\n        ctx.db.velocity().entity_id().update(v);\n    } else {\n        ctx.db.velocity().insert(Velocity { entity_id: 2, vx: -2, vy: 3 });\n    }\n}\n\n#[spacetimedb::reducer]\npub fn step(ctx: &ReducerContext) {\n    for pos in ctx.db.position().iter() {\n        if let Some(vel) = ctx.db.velocity().entity_id().find(pos.entity_id) {\n            let nx = pos.x + vel.vx;\n            let ny = pos.y + vel.vy;\n            if let Some(mut np) = ctx.db.next_position().entity_id().find(pos.entity_id) {\n                np.x = nx;\n                np.y = ny;\n                ctx.db.next_position().entity_id().update(np);\n            } else {\n                ctx.db.next_position().insert(NextPosition {\n                    entity_id: pos.entity_id,\n                    x: nx,\n                    y: ny,\n                });\n            }\n        }\n    }\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = entity)]\npub struct Entity {\n    #[primary_key]\n    id: i32,\n}\n\n#[spacetimedb::table(name = position)]\npub struct Position {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::table(name = velocity)]\npub struct Velocity {\n    #[primary_key]\n    entity_id: i32,\n    vx: i32,\n    vy: i32,\n}\n\n#[spacetimedb::table(name = next_position)]\npub struct NextPosition {\n    #[primary_key]\n    entity_id: i32,\n    x: i32,\n    y: i32,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    // entity 1\n    upsert_entity(ctx, 1);\n    upsert_position(ctx, 1, 0, 0);\n    upsert_velocity(ctx, 1, 1, 0);\n    // entity 2\n    upsert_entity(ctx, 2);\n    upsert_position(ctx, 2, 10, 0);\n    upsert_velocity(ctx, 2, -2, 3);\n}\n\n#[spacetimedb::reducer]\npub fn step(ctx: &ReducerContext) {\n    for pos in ctx.db.position().iter() {\n        if let Some(vel) = ctx.db.velocity().entity_id().find(&pos.entity_id) {\n            let nx = pos.x + vel.vx;\n            let ny = pos.y + vel.vy;\n            if let Some(mut existing) = ctx.db.next_position().entity_id().find(&pos.entity_id) {\n                existing.x = nx;\n                existing.y = ny;\n                ctx.db.next_position().entity_id().update(existing);\n            } else {\n                ctx.db.next_position().insert(NextPosition {\n                    entity_id: pos.entity_id,\n                    x: nx,\n                    y: ny,\n                });\n            }\n        }\n    }\n}\n\nfn upsert_entity(ctx: &ReducerContext, id: i32) {\n    if ctx.db.entity().id().find(&id).is_none() {\n        ctx.db.entity().insert(Entity { id });\n    }\n}\n\nfn upsert_position(ctx: &ReducerContext, entity_id: i32, x: i32, y: i32) {\n    if let Some(mut p) = ctx.db.position().entity_id().find(&entity_id) {\n        p.x = x;\n        p.y = y;\n        ctx.db.position().entity_id().update(p);\n    } else {\n        ctx.db.position().insert(Position { entity_id, x, y });\n    }\n}\n\nfn upsert_velocity(ctx: &ReducerContext, entity_id: i32, vx: i32, vy: i32) {\n    if let Some(mut v) = ctx.db.velocity().entity_id().find(&entity_id) {\n        v.vx = vx;\n        v.vy = vy;\n        ctx.db.velocity().entity_id().update(v);\n    } else {\n        ctx.db.velocity().insert(Velocity { entity_id, vx, vy });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-020-ecs-golden",
                   "llm_db": "schema-t-020-ecs-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_020_ecs\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_020_ecs\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_020_ecs/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_020_ecs/rust/server/gpt-5/llm",
                   "scorer_details": {
                     "schema_parity": {
                       "pass": false,
@@ -1954,19 +1997,19 @@
                         "phase": "describe_golden"
                       }
                     },
-                    "ecs_next_pos_entity1": {
+                    "ecs_seed_positions_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: `next_positions` is not a valid table\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:51400/v1/database/c200bb4ac01e78338f7ddb7824a9f27a9545dc453e2eecd493a968b0d45d0829/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:32969/v1/database/c200ca7bd4bceaaefb960a398dc81e7faf98a3d64d862dc0e0e98710426814ee/sql)\n",
                         "phase": "sql"
                       }
                     },
-                    "ecs_step_next_positions_count": {
+                    "ecs_next_pos_entity1": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: `next_positions` is not a valid table\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:51400/v1/database/c200bb4ac01e78338f7ddb7824a9f27a9545dc453e2eecd493a968b0d45d0829/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:32969/v1/database/c200ca7bd4bceaaefb960a398dc81e7faf98a3d64d862dc0e0e98710426814ee/sql)\n",
                         "phase": "sql"
                       }
                     },
@@ -1974,47 +2017,39 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: `next_positions` is not a valid table\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:51400/v1/database/c200bb4ac01e78338f7ddb7824a9f27a9545dc453e2eecd493a968b0d45d0829/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:32969/v1/database/c200ca7bd4bceaaefb960a398dc81e7faf98a3d64d862dc0e0e98710426814ee/sql)\n",
                         "phase": "sql"
                       }
                     },
-                    "ecs_seed_positions_count": {
+                    "ecs_step_next_positions_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: `positions` is not a valid table\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:51400/v1/database/c200bb4ac01e78338f7ddb7824a9f27a9545dc453e2eecd493a968b0d45d0829/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:32969/v1/database/c200ca7bd4bceaaefb960a398dc81e7faf98a3d64d862dc0e0e98710426814ee/sql)\n",
                         "phase": "sql"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:31.357064500Z",
-                  "finished_at": "2026-01-17T17:26:22.067567200Z"
+                  "started_at": "2026-01-21T14:20:49.408712414Z",
+                  "finished_at": "2026-01-21T14:21:48.480654243Z"
                 },
                 "t_021_multi_column_index": {
-                  "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+                  "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
                   "task": "t_021_multi_column_index",
                   "lang": "rust",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
                   "passed_tests": 3,
-                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = log, index(name = by_user_day, btree(columns = [user_id, day])))]\npub struct Log {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    day: i32,\n    message: String,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    ctx.db.log().insert(Log { id: 1, user_id: 7, day: 1, message: \"a\".to_string() });\n    ctx.db.log().insert(Log { id: 2, user_id: 7, day: 2, message: \"b\".to_string() });\n    ctx.db.log().insert(Log { id: 3, user_id: 9, day: 1, message: \"c\".to_string() });\n}",
+                  "llm_output": "use spacetimedb::{ReducerContext, Table};\n\n#[spacetimedb::table(name = log, index(name = by_user_day, btree(columns = [user_id, day])))]\npub struct Log {\n    #[primary_key]\n    id: i32,\n    user_id: i32,\n    day: i32,\n    message: String,\n}\n\n#[spacetimedb::reducer]\npub fn seed(ctx: &ReducerContext) {\n    for row in ctx.db.log().iter() {\n        ctx.db.log().id().delete(row.id);\n    }\n    ctx.db.log().insert(Log { id: 1, user_id: 7, day: 1, message: \"a\".to_string() });\n    ctx.db.log().insert(Log { id: 2, user_id: 7, day: 2, message: \"b\".to_string() });\n    ctx.db.log().insert(Log { id: 3, user_id: 9, day: 1, message: \"c\".to_string() });\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-021-multi-column-index-golden",
                   "llm_db": "schema-t-021-multi-column-index-gpt-5-llm",
-                  "work_dir_golden": "target\\llm-runs\\schema\\t_021_multi_column_index\\rust\\server\\golden",
-                  "work_dir_llm": "target\\llm-runs\\schema\\t_021_multi_column_index\\rust\\server\\gpt-5\\llm",
+                  "work_dir_golden": "target/llm-runs/schema/t_021_multi_column_index/rust/server/golden",
+                  "work_dir_llm": "target/llm-runs/schema/t_021_multi_column_index/rust/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-021-multi-column-index-golden`.\n",
-                        "phase": "describe_golden"
-                      }
-                    },
                     "mcindex_seed_count": {
                       "pass": true,
                       "partial": 1.0,
@@ -2041,11 +2076,19 @@
                         "expected": 1,
                         "sql": "SELECT COUNT(*) AS n FROM log WHERE user_id=7 AND day=2"
                       }
+                    },
+                    "schema_parity": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "describe failed: WARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: failed to find database `schema-t-021-multi-column-index-golden`.\n",
+                        "phase": "describe_golden"
+                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-17T17:25:31.412817200Z",
-                  "finished_at": "2026-01-17T17:26:19.605752700Z"
+                  "started_at": "2026-01-21T14:20:49.405472581Z",
+                  "finished_at": "2026-01-21T14:21:40.538182074Z"
                 }
               }
             }
@@ -2236,14 +2279,14 @@
       "modes": [
         {
           "mode": "docs",
-          "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+          "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
           "models": [
             {
               "name": "GPT-5",
               "route_api_model": "gpt-5",
               "tasks": {
                 "t_000_empty_reducers": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_000_empty_reducers",
                   "lang": "csharp",
                   "golden_published": true,
@@ -2266,25 +2309,25 @@
                         "llm_db": "basics-t-000-empty-reducers-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:37.438019618Z",
-                  "finished_at": "2026-01-21T03:04:06.526611662Z"
+                  "started_at": "2026-01-21T14:26:14.906431662Z",
+                  "finished_at": "2026-01-21T14:26:47.270850851Z"
                 },
                 "t_001_basic_tables": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_001_basic_tables",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Table(Name = \"Product\", Public = true)]\n    public partial struct Product\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Title;\n        public float Price;\n        public bool InStock;\n    }\n\n    [SpacetimeDB.Table(Name = \"Note\", Public = true)]\n    public partial struct Note\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Body;\n        public long Rating;\n        public bool Pinned;\n    }\n}",
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Table]\n    public partial struct Product\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Title;\n        public float Price;\n        public bool InStock;\n    }\n\n    [SpacetimeDB.Table]\n    public partial struct Note\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Body;\n        public long Rating;\n        public bool Pinned;\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-001-basic-tables-golden",
@@ -2300,25 +2343,25 @@
                         "llm_db": "basics-t-001-basic-tables-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:04.804001121Z",
-                  "finished_at": "2026-01-21T03:04:34.076316446Z"
+                  "started_at": "2026-01-21T14:26:47.413056495Z",
+                  "finished_at": "2026-01-21T14:27:24.756039481Z"
                 },
                 "t_002_scheduled_table": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_002_scheduled_table",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 1,
-                  "llm_output": "using System;\nusing SpacetimeDB;\n\npublic static partial class Module\n{\n    [Table(Name = \"TickTimer\", Scheduled = nameof(Tick), ScheduledAt = nameof(ScheduledAt))]\n    public partial struct TickTimer\n    {\n        [PrimaryKey, AutoInc]\n        public ulong ScheduledId;\n        public ScheduleAt ScheduledAt;\n    }\n\n    [Reducer(ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        foreach (var row in ctx.Db.TickTimer.Iter())\n        {\n            ctx.Db.TickTimer.ScheduledId.Delete(row.ScheduledId);\n        }\n\n        ctx.Db.TickTimer.Insert(new TickTimer\n        {\n            ScheduledAt = new ScheduleAt.Interval(TimeSpan.FromMilliseconds(50))\n        });\n    }\n\n    [Reducer]\n    public static void Tick(ReducerContext ctx, TickTimer _timer)\n    {\n    }\n}",
+                  "llm_output": "using System;\nusing SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"TickTimer\", Scheduled = nameof(Tick), ScheduledAt = nameof(ScheduledAt))]\n    public partial struct TickTimer\n    {\n        [SpacetimeDB.PrimaryKey]\n        [SpacetimeDB.AutoInc]\n        public ulong ScheduledId;\n        public ScheduleAt ScheduledAt;\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        ctx.Db.TickTimer.Insert(new TickTimer\n        {\n            ScheduledAt = new ScheduleAt.Interval(TimeSpan.FromMilliseconds(50))\n        });\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Tick(ReducerContext ctx, TickTimer _timer)\n    {\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-002-scheduled-table-golden",
@@ -2334,18 +2377,18 @@
                         "llm_db": "basics-t-002-scheduled-table-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:41.093964837Z",
-                  "finished_at": "2026-01-21T03:05:24.231667848Z"
+                  "started_at": "2026-01-21T14:27:24.756104073Z",
+                  "finished_at": "2026-01-21T14:28:05.283927689Z"
                 },
                 "t_003_struct_in_table": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_003_struct_in_table",
                   "lang": "csharp",
                   "golden_published": true,
@@ -2368,25 +2411,25 @@
                         "llm_db": "basics-t-003-struct-in-table-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:05:03.634523867Z",
-                  "finished_at": "2026-01-21T03:05:32.897972170Z"
+                  "started_at": "2026-01-21T14:27:40.271884872Z",
+                  "finished_at": "2026-01-21T14:28:05.374961566Z"
                 },
                 "t_004_insert": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_004_insert",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 2,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void InsertUser(ReducerContext ctx, int id, string name, int age, bool active)\n    {\n        ctx.Db.User.Insert(new User\n        {\n            Id = id,\n            Name = name,\n            Age = age,\n            Active = active\n        });\n    }\n}",
+                  "passed_tests": 2,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void InsertUser(ReducerContext ctx, int id, string name, int age, bool active)\n    {\n        ctx.Db.User.Insert(new User\n        {\n            Id = id,\n            Name = name,\n            Age = age,\n            Active = active\n        });\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-004-insert-golden",
@@ -2395,11 +2438,22 @@
                   "work_dir_llm": "target/llm-runs/basics/t_004_insert/csharp/server/gpt-5/llm",
                   "scorer_details": {
                     "data_parity_insert_user": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2001a0d8dc46dde7a9681616f4d2a81e8be81d4996c263ff4433c4499b33787/sql)\n",
-                        "phase": "sql_golden"
+                        "args": [
+                          1,
+                          "Alice",
+                          30,
+                          true
+                        ],
+                        "golden_db": "basics-t-004-insert-golden",
+                        "golden_out": "Id | Name | Age | Active ----+---------+-----+-------- 1 | \"Alice\" | 30 | true",
+                        "llm_db": "basics-t-004-insert-gpt-5-llm",
+                        "llm_out": "Id | Name | Age | Active ----+---------+-----+-------- 1 | \"Alice\" | 30 | true",
+                        "query": "SELECT Id, Name, Age, Active FROM User WHERE Id=1",
+                        "reducer": "InsertUser",
+                        "server": "http://127.0.0.1:37803"
                       }
                     },
                     "schema_parity": {
@@ -2410,25 +2464,25 @@
                         "llm_db": "basics-t-004-insert-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:50.583528357Z",
-                  "finished_at": "2026-01-21T03:04:16.921360681Z"
+                  "started_at": "2026-01-21T14:26:18.362133111Z",
+                  "finished_at": "2026-01-21T14:26:47.412949629Z"
                 },
                 "t_005_update": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_005_update",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using System;\nusing SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void UpdateUser(ReducerContext ctx, int id, string name, int age, bool active)\n    {\n        var existing = ctx.Db.User.Id.Find(id);\n        if (existing == null)\n        {\n            throw new Exception(\"User not found\");\n        }\n\n        ctx.Db.User.Id.Update(new User\n        {\n            Id = id,\n            Name = name,\n            Age = age,\n            Active = active\n        });\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void UpdateUser(ReducerContext ctx, int id, string name, int age, bool active)\n    {\n        if (ctx.Db.User.Id.Find(id) is User user)\n        {\n            user.Id = id;\n            user.Name = name;\n            user.Age = age;\n            user.Active = active;\n            ctx.Db.User.Id.Update(user);\n        }\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-005-update-golden",
@@ -2436,50 +2490,59 @@
                   "work_dir_golden": "target/llm-runs/basics/t_005_update/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_005_update/csharp/server/gpt-5/llm",
                   "scorer_details": {
-                    "schema_parity": {
+                    "seed_users_row": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "golden_db": "basics-t-005-update-golden",
-                        "llm_db": "basics-t-005-update-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "sql": "INSERT INTO User(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
                       }
                     },
                     "data_parity_update_user": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime call failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: Response text: SpacetimeDB.NoSuchRowException: The row was not found, e.g., in an update call\n   at SpacetimeDB.Internal.FFI.CheckedStatus.Marshaller.ConvertToManaged(Errno )\n   at SpacetimeDB.Internal.FFI.datastore_update_bsatn(TableId , IndexId , Span`1 , UInt32& )\n   at SpacetimeDB.Internal.UniqueIndex`4[[SpacetimeDB.Internal.TableHandles.User, StdbModule, Version=1.0.0.0, Culture=neutral, PublicKeyToken=null],[Module.User, StdbModule, Version=1.0.0.0, Culture=neutral, PublicKeyToken=null],[System.Int32, System.Private.CoreLib, Version=8.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e],[SpacetimeDB.BSATN.I32, SpacetimeDB.BSATN.Runtime, Version=1.6.0.0, Culture=neutral, PublicKeyToken=null]].DoUpdate(User )\n   at SpacetimeDB.Internal.TableHandles.User.IdUniqueIndex.Update(User )\n   at Module.UpdateUser(ReducerContext , Int32 , String , Int32 , Boolean )\n   at ModuleRegistration.UpdateUser.Invoke(BinaryReader , IReducerContext )\n   at SpacetimeDB.Internal.Module.__call_reducer__(UInt32 id, UInt64 sender_0, UInt64 sender_1, UInt64 sender_2, UInt64 sender_3, UInt64 conn_id_0, UInt64 conn_id_1, Timestamp timestamp, BytesSource args, BytesSink error)\n\nCaused by:\n    HTTP status server error (530 <none>) for url (http://127.0.0.1:37773/v1/database/c2004289ec70dda66d10257ca5ed7dfe099b46c3105c7c8d66608534db727474/call/UpdateUser)\n",
-                        "phase": "call_reducer_golden"
+                        "args": [
+                          1,
+                          "Alice2",
+                          31,
+                          false
+                        ],
+                        "golden_db": "basics-t-005-update-golden",
+                        "golden_out": "Id | Name | Age | Active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "llm_db": "basics-t-005-update-gpt-5-llm",
+                        "llm_out": "Id | Name | Age | Active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "query": "SELECT Id, Name, Age, Active FROM User WHERE Id=1",
+                        "reducer": "UpdateUser",
+                        "server": "http://127.0.0.1:37803"
                       }
                     },
-                    "seed_users_row": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2004289ec70dda66d10257ca5ed7dfe099b46c3105c7c8d66608534db727474/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
+                        "golden_db": "basics-t-005-update-golden",
+                        "llm_db": "basics-t-005-update-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:37803",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:21.245380582Z",
-                  "finished_at": "2026-01-21T03:03:57.140399942Z"
+                  "started_at": "2026-01-21T14:26:03.950356569Z",
+                  "finished_at": "2026-01-21T14:26:49.720975265Z"
                 },
                 "t_006_delete": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_006_delete",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void DeleteUser(ReducerContext ctx, int id)\n    {\n        ctx.Db.User.Id.Delete(id);\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void DeleteUser(ReducerContext ctx, int id)\n    {\n        ctx.Db.User.Id.Delete(id);\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-006-delete-golden",
@@ -2487,6 +2550,15 @@
                   "work_dir_golden": "target/llm-runs/basics/t_006_delete/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_006_delete/csharp/server/gpt-5/llm",
                   "scorer_details": {
+                    "delete_user_count_zero": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 0,
+                        "expected": 0,
+                        "sql": "SELECT COUNT(*) AS n FROM User WHERE Id=1"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -2495,42 +2567,32 @@
                         "llm_db": "basics-t-006-delete-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
-                    "delete_user_count_zero": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2007f036b8a4f2e48c93326acf9e024a27d3b7842dab12013e9fc0b12b5a8a8/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
                     "seed_users_row": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200c62ab389d24c707b67b198c1dc3e680b10dcb4ad49f8fce6227ac9dbe74b/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
+                        "sql": "INSERT INTO User(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:57.140424248Z",
-                  "finished_at": "2026-01-21T03:04:29.260507942Z"
+                  "started_at": "2026-01-21T14:26:37.347802705Z",
+                  "finished_at": "2026-01-21T14:27:03.850000470Z"
                 },
                 "t_007_crud": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_007_crud",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Crud(ReducerContext ctx)\n    {\n        ctx.Db.User.Insert(new User { Id = 1, Name = \"Alice\", Age = 30, Active = true });\n        ctx.Db.User.Insert(new User { Id = 2, Name = \"Bob\", Age = 22, Active = false });\n\n        if (ctx.Db.User.Id.Find(1) is User u)\n        {\n            u.Name = \"Alice2\";\n            u.Age = 31;\n            u.Active = false;\n            ctx.Db.User.Id.Update(u);\n        }\n\n        ctx.Db.User.Id.Delete(2);\n    }\n}",
+                  "passed_tests": 4,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Crud(SpacetimeDB.ReducerContext ctx)\n    {\n        ctx.Db.User.Insert(new User { Id = 1, Name = \"Alice\", Age = 30, Active = true });\n        ctx.Db.User.Insert(new User { Id = 2, Name = \"Bob\", Age = 22, Active = false });\n\n        var row1 = ctx.Db.User.Id.Find(1);\n        if (row1.HasValue)\n        {\n            var u = row1.Value;\n            u.Name = \"Alice2\";\n            u.Age = 31;\n            u.Active = false;\n            ctx.Db.User.Id.Update(u);\n        }\n\n        ctx.Db.User.Id.Delete(2);\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-007-crud-golden",
@@ -2539,56 +2601,64 @@
                   "work_dir_llm": "target/llm-runs/basics/t_007_crud/csharp/server/gpt-5/llm",
                   "scorer_details": {
                     "crud_row_id1_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200e9b46716e6256b6d78e98974b0d9bf38c763f23de3a2f94a4a7792687b7c/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
-                    "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
+                        "args": [],
                         "golden_db": "basics-t-007-crud-golden",
+                        "golden_out": "Id | Name | Age | Active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
                         "llm_db": "basics-t-007-crud-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "llm_out": "Id | Name | Age | Active ----+----------+-----+-------- 1 | \"Alice2\" | 31 | false",
+                        "query": "SELECT Id, Name, Age, Active FROM User WHERE Id=1",
+                        "reducer": "Crud",
+                        "server": "http://127.0.0.1:37803"
                       }
                     },
                     "crud_row_id2_deleted": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200156ad9fd28ffec064f341e63a44573d1c9f800fef6a39ed1246c2c8e95f6/sql)\n",
-                        "phase": "sql"
+                        "actual": 0,
+                        "expected": 0,
+                        "sql": "SELECT COUNT(*) AS n FROM User WHERE Id=2"
                       }
                     },
                     "crud_total_count_one": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200156ad9fd28ffec064f341e63a44573d1c9f800fef6a39ed1246c2c8e95f6/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM User"
+                      }
+                    },
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "golden_db": "basics-t-007-crud-golden",
+                        "llm_db": "basics-t-007-crud-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:37803",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:34.076462757Z",
-                  "finished_at": "2026-01-21T03:05:26.817454511Z"
+                  "started_at": "2026-01-21T14:27:18.206079400Z",
+                  "finished_at": "2026-01-21T14:28:01.681573667Z"
                 },
                 "t_008_index_lookup": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_008_index_lookup",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Table(Name = \"Result\", Public = true)]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void LookupUserName(ReducerContext ctx, int id)\n    {\n        if (ctx.Db.User.Id.Find(id) is User user)\n        {\n            ctx.Db.Result.Insert(new Result\n            {\n                Id = user.Id,\n                Name = user.Name\n            });\n        }\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Table(Name = \"Result\")]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void LookupUserName(ReducerContext ctx, int id)\n    {\n        var user = ctx.Db.User.Id.Find(id);\n        if (user != null)\n        {\n            var existing = ctx.Db.Result.Id.Find(id);\n            if (existing != null)\n            {\n                var r = existing.Value;\n                r.Name = user.Value.Name;\n                ctx.Db.Result.Id.Update(r);\n            }\n            else\n            {\n                ctx.Db.Result.Insert(new Result { Id = user.Value.Id, Name = user.Value.Name });\n            }\n        }\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-008-index-lookup-golden",
@@ -2596,6 +2666,13 @@
                   "work_dir_golden": "target/llm-runs/basics/t_008_index_lookup/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/basics/t_008_index_lookup/csharp/server/gpt-5/llm",
                   "scorer_details": {
+                    "seed_user_row": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "sql": "INSERT INTO User(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -2604,42 +2681,41 @@
                         "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "index_lookup_projection_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c20061589a6bb542dd837e3c34ce1618ff3c8ecce42a2a47888f2636549c296e/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
-                    "seed_user_row": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c20061589a6bb542dd837e3c34ce1618ff3c8ecce42a2a47888f2636549c296e/sql)\n",
-                        "phase": "sql_golden",
-                        "sql": "INSERT INTO users(Id, Name, Age, Active) VALUES (1, 'Alice', 30, true)"
+                        "args": [
+                          1
+                        ],
+                        "golden_db": "basics-t-008-index-lookup-golden",
+                        "golden_out": "Id | Name ----+--------- 1 | \"Alice\"",
+                        "llm_db": "basics-t-008-index-lookup-gpt-5-llm",
+                        "llm_out": "Id | Name ----+--------- 1 | \"Alice\"",
+                        "query": "SELECT Id, Name FROM Result WHERE Id=1",
+                        "reducer": "LookupUserName",
+                        "server": "http://127.0.0.1:37803"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:30.261731515Z",
-                  "finished_at": "2026-01-21T03:05:07.870247323Z"
+                  "started_at": "2026-01-21T14:27:13.877474621Z",
+                  "finished_at": "2026-01-21T14:27:57.173934834Z"
                 },
                 "t_009_init": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_009_init",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        ctx.Db.User.Insert(new User { Id = 1, Name = \"Alice\", Age = 30, Active = true });\n        ctx.Db.User.Insert(new User { Id = 2, Name = \"Bob\", Age = 22, Active = false });\n    }\n}",
+                  "passed_tests": 4,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public string Name;\n        public int Age;\n        public bool Active;\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        ctx.Db.User.Insert(new User { Id = 1, Name = \"Alice\", Age = 30, Active = true });\n        ctx.Db.User.Insert(new User { Id = 2, Name = \"Bob\", Age = 22, Active = false });\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-009-init-golden",
@@ -2648,56 +2724,59 @@
                   "work_dir_llm": "target/llm-runs/basics/t_009_init/csharp/server/gpt-5/llm",
                   "scorer_details": {
                     "init_seed_bob": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2006fd7c5af530871c7196428bc4d77a38767ceaf024a4dc05058e6b19b0d66/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM User WHERE Id=2 AND Name='Bob'   AND Age=22 AND Active=false"
                       }
                     },
-                    "init_total_two": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2006fd7c5af530871c7196428bc4d77a38767ceaf024a4dc05058e6b19b0d66/sql)\n",
-                        "phase": "sql"
+                        "golden_db": "basics-t-009-init-golden",
+                        "llm_db": "basics-t-009-init-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:37803",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     },
                     "init_seed_alice": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `users`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2006fd7c5af530871c7196428bc4d77a38767ceaf024a4dc05058e6b19b0d66/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM User WHERE Id=1 AND Name='Alice' AND Age=30 AND Active=true"
                       }
                     },
-                    "schema_parity": {
+                    "init_total_two": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
-                        "golden_db": "basics-t-009-init-golden",
-                        "llm_db": "basics-t-009-init-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "actual": 2,
+                        "expected": 2,
+                        "sql": "SELECT COUNT(*) AS n FROM User"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:16.921393791Z",
-                  "finished_at": "2026-01-21T03:04:41.093920737Z"
+                  "started_at": "2026-01-21T14:26:49.721007102Z",
+                  "finished_at": "2026-01-21T14:27:18.206048490Z"
                 },
                 "t_010_connect": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_010_connect",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 1,
                   "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Event\", Public = true)]\n    public partial struct Event\n    {\n        [SpacetimeDB.PrimaryKey]\n        [SpacetimeDB.AutoInc]\n        public int Id;\n        public string Kind;\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.ClientConnected)]\n    public static void ClientConnected(ReducerContext ctx)\n    {\n        ctx.Db.Event.Insert(new Event { Kind = \"connected\" });\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.ClientDisconnected)]\n    public static void ClientDisconnected(ReducerContext ctx)\n    {\n        ctx.Db.Event.Insert(new Event { Kind = \"disconnected\" });\n    }\n}",
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Event\")]\n    public partial struct Event\n    {\n        [SpacetimeDB.PrimaryKey]\n        [SpacetimeDB.AutoInc]\n        public int Id;\n        public string Kind;\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.ClientConnected)]\n    public static void ClientConnected(ReducerContext ctx)\n    {\n        ctx.Db.Event.Insert(new Event { Kind = \"connected\" });\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.ClientDisconnected)]\n    public static void ClientDisconnected(ReducerContext ctx)\n    {\n        ctx.Db.Event.Insert(new Event { Kind = \"disconnected\" });\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-010-connect-golden",
@@ -2713,25 +2792,25 @@
                         "llm_db": "basics-t-010-connect-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:29.260548262Z",
-                  "finished_at": "2026-01-21T03:05:03.634499292Z"
+                  "started_at": "2026-01-21T14:27:03.850049119Z",
+                  "finished_at": "2026-01-21T14:27:40.271861828Z"
                 },
                 "t_011_helper_function": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_011_helper_function",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Result\", Public = true)]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int Sum;\n    }\n\n    public static int Add(int a, int b)\n    {\n        return a + b;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void ComputeSum(ReducerContext ctx, int id, int a, int b)\n    {\n        ctx.Db.Result.Insert(new Result { Id = id, Sum = Add(a, b) });\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Result\")]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int Sum;\n    }\n\n    public static int Add(int a, int b)\n    {\n        return a + b;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void ComputeSum(ReducerContext ctx, int id, int a, int b)\n    {\n        ctx.Db.Result.Insert(new Result { Id = id, Sum = Add(a, b) });\n    }\n}",
                   "category": "basics",
                   "route_api_model": "gpt-5",
                   "golden_db": "basics-t-011-helper-function-golden",
@@ -2740,11 +2819,12 @@
                   "work_dir_llm": "target/llm-runs/basics/t_011_helper_function/csharp/server/gpt-5/llm",
                   "scorer_details": {
                     "helper_func_sum_abs": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200e696da2afb0e9ad1980d15a16ad6b18557e381dc460f9a38a11ab9cab3ca/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Result WHERE Id=1 AND Sum=5"
                       }
                     },
                     "schema_parity": {
@@ -2755,33 +2835,43 @@
                         "llm_db": "basics-t-011-helper-function-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "helper_func_sum_parity": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2001084ab6b7eedbddd709bc64641a7904672088bbfec456afaddf26716b3a7/sql)\n",
-                        "phase": "sql_golden"
+                        "args": [
+                          1,
+                          2,
+                          3
+                        ],
+                        "golden_db": "basics-t-011-helper-function-golden",
+                        "golden_out": "Id | Sum ----+----- 1 | 5",
+                        "llm_db": "basics-t-011-helper-function-gpt-5-llm",
+                        "llm_out": "Id | Sum ----+----- 1 | 5",
+                        "query": "SELECT Id, Sum FROM Result WHERE Id=1",
+                        "reducer": "ComputeSum",
+                        "server": "http://127.0.0.1:37803"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:04:06.526656517Z",
-                  "finished_at": "2026-01-21T03:04:30.261698328Z"
+                  "started_at": "2026-01-21T14:26:47.415772509Z",
+                  "finished_at": "2026-01-21T14:27:13.877433228Z"
                 },
                 "t_012_spacetime_product_type": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_012_spacetime_product_type",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Score\n    {\n        public int Left;\n        public int Right;\n    }\n\n    [SpacetimeDB.Table(Name = \"Result\", Public = true)]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Score Value;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void SetScore(ReducerContext ctx, int id, int left, int right)\n    {\n        ctx.Db.Result.Insert(new Result\n        {\n            Id = id,\n            Value = new Score\n            {\n                Left = left,\n                Right = right\n            }\n        });\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Score\n    {\n        public int Left;\n        public int Right;\n    }\n\n    [SpacetimeDB.Table(Name = \"Result\", Public = true)]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Score Value;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void SetScore(ReducerContext ctx, int id, int left, int right)\n    {\n        ctx.Db.Result.Insert(new Result\n        {\n            Id = id,\n            Value = new Score { Left = left, Right = right }\n        });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-012-spacetime-product-type-golden",
@@ -2789,99 +2879,89 @@
                   "work_dir_golden": "target/llm-runs/schema/t_012_spacetime_product_type/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_012_spacetime_product_type/csharp/server/gpt-5/llm",
                   "scorer_details": {
-                    "product_type_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "schema_parity": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200bea195d48b552438893a0443b25ce8efa81dbeab8282a3a6693b9217b32b/sql)\n",
-                        "phase": "sql_golden"
+                        "golden_db": "schema-t-012-spacetime-product-type-golden",
+                        "llm_db": "schema-t-012-spacetime-product-type-gpt-5-llm",
+                        "reducers_diff": null,
+                        "reducers_equal": true,
+                        "server": "http://127.0.0.1:37803",
+                        "tables_diff": null,
+                        "tables_equal": true
                       }
                     },
                     "product_type_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200eb40a9b337e9053eed89871840daf004396c34183a23d46af8997a4e0549/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Result WHERE Id=1"
                       }
                     },
-                    "schema_parity": {
+                    "product_type_row_parity": {
                       "pass": true,
                       "partial": 1.0,
                       "notes": {
+                        "args": [
+                          1,
+                          2,
+                          3
+                        ],
                         "golden_db": "schema-t-012-spacetime-product-type-golden",
+                        "golden_out": "Id | Value ----+----------------------- 1 | (Left = 2, Right = 3)",
                         "llm_db": "schema-t-012-spacetime-product-type-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
-                        "tables_diff": null,
-                        "tables_equal": true
+                        "llm_out": "Id | Value ----+----------------------- 1 | (Left = 2, Right = 3)",
+                        "query": "SELECT Id, Value FROM Result WHERE Id=1",
+                        "reducer": "SetScore",
+                        "server": "http://127.0.0.1:37803"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:01:52.267102278Z",
-                  "finished_at": "2026-01-21T03:02:32.725410557Z"
+                  "started_at": "2026-01-21T14:23:59.778035723Z",
+                  "finished_at": "2026-01-21T14:24:41.440273428Z"
                 },
                 "t_013_spacetime_sum_type": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_013_spacetime_sum_type",
                   "lang": "csharp",
-                  "golden_published": true,
+                  "golden_published": false,
                   "model_name": "GPT-5",
-                  "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Circle\n    {\n        public int Radius;\n    }\n\n    [SpacetimeDB.Type]\n    public partial struct Rectangle\n    {\n        public int Width;\n        public int Height;\n    }\n\n    [SpacetimeDB.Type]\n    public partial record Shape : TaggedEnum<(Circle Circle, Rectangle Rectangle)> { }\n\n    [SpacetimeDB.Table(Name = \"Result\")]\n    public partial struct Result\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Shape Value;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void SetCircle(ReducerContext ctx, int id, int radius)\n    {\n        var circle = new Circle { Radius = radius };\n        var value = new Shape.Circle(circle);\n        ctx.Db.Result.Insert(new Result { Id = id, Value = value });\n    }\n}",
+                  "total_tests": 1,
+                  "passed_tests": 0,
+                  "llm_output": null,
                   "category": "schema",
                   "route_api_model": "gpt-5",
-                  "golden_db": "schema-t-013-spacetime-sum-type-golden",
-                  "llm_db": "schema-t-013-spacetime-sum-type-gpt-5-llm",
-                  "work_dir_golden": "target/llm-runs/schema/t_013_spacetime_sum_type/csharp/server/golden",
-                  "work_dir_llm": "target/llm-runs/schema/t_013_spacetime_sum_type/csharp/server/gpt-5/llm",
+                  "golden_db": null,
+                  "llm_db": null,
+                  "work_dir_golden": null,
+                  "work_dir_llm": null,
                   "scorer_details": {
-                    "sum_type_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c20032f0ba702369839e63924afd705ff8adddfb0c380e5db73d81f26217825f/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
-                    "schema_parity": {
-                      "pass": true,
-                      "partial": 1.0,
-                      "notes": {
-                        "golden_db": "schema-t-013-spacetime-sum-type-golden",
-                        "llm_db": "schema-t-013-spacetime-sum-type-gpt-5-llm",
-                        "reducers_diff": null,
-                        "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
-                        "tables_diff": null,
-                        "tables_equal": true
-                      }
-                    },
-                    "sum_type_row_count": {
+                    "publish_error": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `results`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200332b2ac027af9a8b449847ef0f03ebe4efbd76a9291d573e15efb7c3b488/sql)\n",
-                        "phase": "sql"
+                        "error": "LLM call timed out",
+                        "phase": "build_or_publish"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:01:52.269538422Z",
-                  "finished_at": "2026-01-21T03:02:48.850425346Z"
+                  "started_at": "2026-01-21T14:28:05.375036811Z",
+                  "finished_at": "2026-01-21T14:28:05.375036811Z"
                 },
                 "t_014_elementary_columns": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_014_elementary_columns",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Primitive\")]\n    public partial struct Primitive\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int Count;\n        public long Total;\n        public float Price;\n        public double Ratio;\n        public bool Active;\n        public string Name;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Primitive.Insert(new Primitive\n        {\n            Id = 1,\n            Count = 2,\n            Total = 3000000000L,\n            Price = 1.5f,\n            Ratio = 2.25,\n            Active = true,\n            Name = \"Alice\"\n        });\n    }\n}",
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Primitive\", Public = true)]\n    public partial struct Primitive\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int Count;\n        public long Total;\n        public float Price;\n        public double Ratio;\n        public bool Active;\n        public string Name;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Primitive.Insert(new Primitive\n        {\n            Id = 1,\n            Count = 2,\n            Total = 3000000000L,\n            Price = 1.5f,\n            Ratio = 2.25,\n            Active = true,\n            Name = \"Alice\"\n        });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-014-elementary-columns-golden",
@@ -2893,7 +2973,7 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitives`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2006ecbe4b0e0565f988febc097d0f276d5b167b2d86fd9675a9064ff948ef4/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitive`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c20081f3dcd35e1b9c884939287c00695ce9e303d165e22f5fc3ad134b9362eb/sql)\n",
                         "phase": "sql"
                       }
                     },
@@ -2905,7 +2985,7 @@
                         "llm_db": "schema-t-014-elementary-columns-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
@@ -2914,24 +2994,24 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitives`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200b381689e5324a17f2d68db669230b0363882a335cc51ec23faeeb2d28b86/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `primitive`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c2000032e41f0f6807ac98cf3b20f3cd514bc281a1ef808704914376c5701a81/sql)\n",
                         "phase": "sql_golden"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:11.279841173Z",
-                  "finished_at": "2026-01-21T03:03:37.437990685Z"
+                  "started_at": "2026-01-21T14:25:31.038238499Z",
+                  "finished_at": "2026-01-21T14:26:18.362098982Z"
                 },
                 "t_015_product_type_columns": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_015_product_type_columns",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Address\n    {\n        public string Street;\n        public int Zip;\n    }\n\n    [SpacetimeDB.Type]\n    public partial struct Position\n    {\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Table(Name = \"Profile\", Public = true)]\n    public partial struct Profile\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Address Home;\n        public Address Work;\n        public Position Pos;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Profile.Insert(new Profile\n        {\n            Id = 1,\n            Home = new Address { Street = \"1 Main\", Zip = 11111 },\n            Work = new Address { Street = \"2 Broad\", Zip = 22222 },\n            Pos = new Position { X = 7, Y = 9 }\n        });\n    }\n}",
+                  "passed_tests": 3,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Address\n    {\n        public string Street;\n        public int Zip;\n    }\n\n    [SpacetimeDB.Type]\n    public partial struct Position\n    {\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Table(Name = \"Profile\", Public = true)]\n    public partial struct Profile\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Address Home;\n        public Address Work;\n        public Position Pos;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        foreach (var row in ctx.Db.Profile.Iter())\n        {\n            ctx.Db.Profile.Id.Delete(row.Id);\n        }\n\n        var home = new Address { Street = \"1 Main\", Zip = 11111 };\n        var work = new Address { Street = \"2 Broad\", Zip = 22222 };\n        var pos = new Position { X = 7, Y = 9 };\n\n        ctx.Db.Profile.Insert(new Profile\n        {\n            Id = 1,\n            Home = home,\n            Work = work,\n            Pos = pos\n        });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-015-product-type-columns-golden",
@@ -2939,6 +3019,15 @@
                   "work_dir_golden": "target/llm-runs/schema/t_015_product_type_columns/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_015_product_type_columns/csharp/server/gpt-5/llm",
                   "scorer_details": {
+                    "product_type_columns_row_count": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Profile WHERE Id=1"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -2947,41 +3036,39 @@
                         "llm_db": "schema-t-015-product-type-columns-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "product_type_columns_row_parity": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `profiles`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200de292819a8a19fd5e6efe75745825779d33142698edfced78585ad904ee6/sql)\n",
-                        "phase": "sql_golden"
-                      }
-                    },
-                    "product_type_columns_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `profiles`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200c34252167667d0e25817c99d9b915a728566713aa28245d1f39f837cf3ac/sql)\n",
-                        "phase": "sql"
+                        "args": [],
+                        "golden_db": "schema-t-015-product-type-columns-golden",
+                        "golden_out": "Id | Home | Work | Pos ----+----------------------------------+-----------------------------------+---------------- 1 | (Street = \"1 Main\", Zip = 11111) | (Street = \"2 Broad\", Zip = 22222) | (X = 7, Y = 9)",
+                        "llm_db": "schema-t-015-product-type-columns-gpt-5-llm",
+                        "llm_out": "Id | Home | Work | Pos ----+----------------------------------+-----------------------------------+---------------- 1 | (Street = \"1 Main\", Zip = 11111) | (Street = \"2 Broad\", Zip = 22222) | (X = 7, Y = 9)",
+                        "query": "SELECT Id, Home, Work, Pos FROM Profile WHERE Id=1",
+                        "reducer": "Seed",
+                        "server": "http://127.0.0.1:37803"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:02:48.850496817Z",
-                  "finished_at": "2026-01-21T03:03:17.255797274Z"
+                  "started_at": "2026-01-21T14:25:28.561827325Z",
+                  "finished_at": "2026-01-21T14:26:03.950316043Z"
                 },
                 "t_016_sum_type_columns": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_016_sum_type_columns",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
                   "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Circle\n    {\n        public int Radius;\n    }\n\n    [SpacetimeDB.Type]\n    public partial struct Rectangle\n    {\n        public int Width;\n        public int Height;\n    }\n\n    [SpacetimeDB.Type]\n    public partial record Shape : TaggedEnum<(\n        Circle Circle,\n        Rectangle Rectangle\n    )> { }\n\n    [SpacetimeDB.Table(Name = \"Drawing\")]\n    public partial struct Drawing\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Shape A;\n        public Shape B;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        var a = new Shape.Circle(new Circle { Radius = 10 });\n        var b = new Shape.Rectangle(new Rectangle { Width = 4, Height = 6 });\n        ctx.Db.Drawing.Insert(new Drawing\n        {\n            Id = 1,\n            A = a,\n            B = b\n        });\n    }\n}",
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Type]\n    public partial struct Circle\n    {\n        public int Radius;\n    }\n\n    [SpacetimeDB.Type]\n    public partial struct Rectangle\n    {\n        public int Width;\n        public int Height;\n    }\n\n    [SpacetimeDB.Type]\n    public partial record Shape : TaggedEnum<(\n        Circle Circle,\n        Rectangle Rectangle\n    )> { }\n\n    [SpacetimeDB.Table(Name = \"Drawing\", Public = true)]\n    public partial struct Drawing\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public Shape A;\n        public Shape B;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Drawing.Insert(new Drawing\n        {\n            Id = 1,\n            A = new Shape.Circle(new Circle { Radius = 10 }),\n            B = new Shape.Rectangle(new Rectangle { Width = 4, Height = 6 })\n        });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-016-sum-type-columns-golden",
@@ -2989,6 +3076,14 @@
                   "work_dir_golden": "target/llm-runs/schema/t_016_sum_type_columns/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_016_sum_type_columns/csharp/server/gpt-5/llm",
                   "scorer_details": {
+                    "sum_type_columns_row_count": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200823bf35fd751f5b69398f0831dfc045692913d2d3c22caa3a87893daf0dd/sql)\n",
+                        "phase": "sql"
+                      }
+                    },
                     "schema_parity": {
                       "pass": true,
                       "partial": 1.0,
@@ -2997,7 +3092,7 @@
                         "llm_db": "schema-t-016-sum-type-columns-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
@@ -3006,32 +3101,24 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200925a4ea50e359f27bcae2d9470bbf5ea67269e52a0be3ac840b2d64d17c8/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200772ef09d46a4ae69bfb1d51881d0b23393b2e867568ef6c4e8eb95b07269/sql)\n",
                         "phase": "sql_golden"
                       }
-                    },
-                    "sum_type_columns_row_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `drawings`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2003c7289f8655a63ad71b25785c475f6fd956c3dec508463b550ede191fb7d/sql)\n",
-                        "phase": "sql"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:01:52.272564273Z",
-                  "finished_at": "2026-01-21T03:03:08.443120673Z"
+                  "started_at": "2026-01-21T14:23:59.784506141Z",
+                  "finished_at": "2026-01-21T14:24:50.374058297Z"
                 },
                 "t_017_scheduled_columns": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_017_scheduled_columns",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 2,
                   "passed_tests": 1,
-                  "llm_output": "using System;\nusing SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"TickTimer\", Scheduled = nameof(Tick), ScheduledAt = nameof(ScheduledAt))]\n    public partial struct TickTimer\n    {\n        [SpacetimeDB.PrimaryKey, SpacetimeDB.AutoInc]\n        public ulong ScheduledId;\n        public ScheduleAt ScheduledAt;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Tick(ReducerContext ctx, TickTimer tickTimer)\n    {\n        // Scheduled reducer body (can be empty or contain logic).\n    }\n\n    [SpacetimeDB.Reducer(ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        ctx.Db.TickTimer.Insert(new TickTimer\n        {\n            ScheduledAt = new ScheduleAt.Interval(TimeSpan.FromMilliseconds(50))\n        });\n    }\n}",
+                  "llm_output": "using System;\nusing SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"TickTimer\", Scheduled = nameof(Tick), ScheduledAt = nameof(ScheduledAt))]\n    public partial struct TickTimer\n    {\n        [SpacetimeDB.PrimaryKey, SpacetimeDB.AutoInc]\n        public ulong ScheduledId;\n        public ScheduleAt ScheduledAt;\n    }\n\n    [SpacetimeDB.Reducer(SpacetimeDB.ReducerKind.Init)]\n    public static void Init(ReducerContext ctx)\n    {\n        ctx.Db.TickTimer.Insert(new TickTimer\n        {\n            ScheduledAt = new ScheduleAt.Interval(TimeSpan.FromTicks(500_000))\n        });\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Tick(ReducerContext ctx, TickTimer timer)\n    {\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-017-scheduled-columns-golden",
@@ -3047,7 +3134,7 @@
                         "llm_db": "schema-t-017-scheduled-columns-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
@@ -3056,23 +3143,23 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `tick_timer`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2003165ded5d70ff6f5c97394f48c820e4b03f1dd0b13d802cac1e07133fe60/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `tick_timer`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c2009cfd3541c343d1f47f9b0e87d31e4e30b347866576a040f40987232ac9ff/sql)\n",
                         "phase": "sql"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:08.443185904Z",
-                  "finished_at": "2026-01-21T03:03:50.583494982Z"
+                  "started_at": "2026-01-21T14:25:29.782902780Z",
+                  "finished_at": "2026-01-21T14:26:14.906397158Z"
                 },
                 "t_018_constraints": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_018_constraints",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 3,
-                  "passed_tests": 1,
+                  "passed_tests": 3,
                   "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Account\", Public = true)]\n    [SpacetimeDB.Index.BTree(Name = \"by_name\", Columns = new[] { \"Name\" })]\n    public partial struct Account\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        [SpacetimeDB.Unique]\n        public string Email;\n        public string Name;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Account.Insert(new Account { Id = 1, Email = \"a@example.com\", Name = \"Alice\" });\n        ctx.Db.Account.Insert(new Account { Id = 2, Email = \"b@example.com\", Name = \"Bob\" });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
@@ -3089,41 +3176,48 @@
                         "llm_db": "schema-t-018-constraints-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
                     "constraints_row_parity_after_seed": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `accounts`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c20008ecbaea0e877d1aa490220724bb0708b78327d0574248dd9cc19b46c109/sql)\n",
-                        "phase": "sql_golden"
+                        "args": [],
+                        "golden_db": "schema-t-018-constraints-golden",
+                        "golden_out": "Id | Email | Name ----+-----------------+--------- 1 | \"a@example.com\" | \"Alice\"",
+                        "llm_db": "schema-t-018-constraints-gpt-5-llm",
+                        "llm_out": "Id | Email | Name ----+-----------------+--------- 1 | \"a@example.com\" | \"Alice\"",
+                        "query": "SELECT Id, Email, Name FROM Account WHERE Id=1",
+                        "reducer": "Seed",
+                        "server": "http://127.0.0.1:37803"
                       }
                     },
                     "constraints_seed_two_rows": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `accounts`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200296d81708ec94a17b5459df321581a8306401d7e5987684591d2a3f083e1/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Account WHERE Id=2"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:01:52.275761395Z",
-                  "finished_at": "2026-01-21T03:02:39.113930208Z"
+                  "started_at": "2026-01-21T14:23:59.788249412Z",
+                  "finished_at": "2026-01-21T14:25:31.038204169Z"
                 },
                 "t_019_many_to_many": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_019_many_to_many",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\", Public = true)]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int UserId;\n        public string Name;\n    }\n\n    [SpacetimeDB.Table(Name = \"Group\", Public = true)]\n    public partial struct Group\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int GroupId;\n        public string Title;\n    }\n\n    [SpacetimeDB.Table(Name = \"Membership\", Public = true)]\n    [SpacetimeDB.Index.BTree(Name = \"by_user\", Columns = new[] { \"UserId\" })]\n    [SpacetimeDB.Index.BTree(Name = \"by_group\", Columns = new[] { \"GroupId\" })]\n    public partial struct Membership\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int UserId;\n        public int GroupId;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        foreach (var m in ctx.Db.Membership.Iter())\n        {\n            ctx.Db.Membership.Id.Delete(m.Id);\n        }\n        foreach (var g in ctx.Db.Group.Iter())\n        {\n            ctx.Db.Group.GroupId.Delete(g.GroupId);\n        }\n        foreach (var u in ctx.Db.User.Iter())\n        {\n            ctx.Db.User.UserId.Delete(u.UserId);\n        }\n\n        ctx.Db.User.Insert(new User { UserId = 1, Name = \"Alice\" });\n        ctx.Db.User.Insert(new User { UserId = 2, Name = \"Bob\" });\n\n        ctx.Db.Group.Insert(new Group { GroupId = 10, Title = \"Admin\" });\n        ctx.Db.Group.Insert(new Group { GroupId = 20, Title = \"Dev\" });\n\n        ctx.Db.Membership.Insert(new Membership { Id = 1, UserId = 1, GroupId = 10 });\n        ctx.Db.Membership.Insert(new Membership { Id = 2, UserId = 1, GroupId = 20 });\n        ctx.Db.Membership.Insert(new Membership { Id = 3, UserId = 2, GroupId = 20 });\n    }\n}",
+                  "passed_tests": 5,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"User\")]\n    public partial struct User\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int UserId;\n        public string Name;\n    }\n\n    [SpacetimeDB.Table(Name = \"Group\")]\n    public partial struct Group\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int GroupId;\n        public string Title;\n    }\n\n    [SpacetimeDB.Table(Name = \"Membership\")]\n    [SpacetimeDB.Index.BTree(Name = \"by_user\", Columns = new[] { nameof(UserId) })]\n    [SpacetimeDB.Index.BTree(Name = \"by_group\", Columns = new[] { nameof(GroupId) })]\n    public partial struct Membership\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int UserId;\n        public int GroupId;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        // Clear existing rows to ensure we insert exactly these rows\n        foreach (var m in ctx.Db.Membership.Iter())\n        {\n            ctx.Db.Membership.Id.Delete(m.Id);\n        }\n        foreach (var g in ctx.Db.Group.Iter())\n        {\n            ctx.Db.Group.GroupId.Delete(g.GroupId);\n        }\n        foreach (var u in ctx.Db.User.Iter())\n        {\n            ctx.Db.User.UserId.Delete(u.UserId);\n        }\n\n        // Users\n        ctx.Db.User.Insert(new User { UserId = 1, Name = \"Alice\" });\n        ctx.Db.User.Insert(new User { UserId = 2, Name = \"Bob\" });\n\n        // Groups\n        ctx.Db.Group.Insert(new Group { GroupId = 10, Title = \"Admin\" });\n        ctx.Db.Group.Insert(new Group { GroupId = 20, Title = \"Dev\" });\n\n        // Memberships\n        ctx.Db.Membership.Insert(new Membership { Id = 1, UserId = 1, GroupId = 10 });\n        ctx.Db.Membership.Insert(new Membership { Id = 2, UserId = 1, GroupId = 20 });\n        ctx.Db.Membership.Insert(new Membership { Id = 3, UserId = 2, GroupId = 20 });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-019-many-to-many-golden",
@@ -3131,28 +3225,13 @@
                   "work_dir_golden": "target/llm-runs/schema/t_019_many_to_many/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_019_many_to_many/csharp/server/gpt-5/llm",
                   "scorer_details": {
-                    "m2m_has_1_20": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200b18d82284f873f0650f2436439bd5ed1e4693e85e4208916145d783ae510/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "memberships_three_rows": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200b18d82284f873f0650f2436439bd5ed1e4693e85e4208916145d783ae510/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "m2m_has_1_10": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "m2m_has_2_20": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200b18d82284f873f0650f2436439bd5ed1e4693e85e4208916145d783ae510/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Membership WHERE UserId=2 AND GroupId=20"
                       }
                     },
                     "schema_parity": {
@@ -3163,33 +3242,52 @@
                         "llm_db": "schema-t-019-many-to-many-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
                     },
-                    "m2m_has_2_20": {
-                      "pass": false,
-                      "partial": 0.0,
+                    "m2m_has_1_10": {
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `memberships`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200b18d82284f873f0650f2436439bd5ed1e4693e85e4208916145d783ae510/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Membership WHERE UserId=1 AND GroupId=10"
+                      }
+                    },
+                    "m2m_has_1_20": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Membership WHERE UserId=1 AND GroupId=20"
+                      }
+                    },
+                    "memberships_three_rows": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 3,
+                        "expected": 3,
+                        "sql": "SELECT COUNT(*) AS n FROM Membership"
                       }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:03:17.255906042Z",
-                  "finished_at": "2026-01-21T03:04:04.803961481Z"
+                  "started_at": "2026-01-21T14:25:52.640676370Z",
+                  "finished_at": "2026-01-21T14:26:37.347756323Z"
                 },
                 "t_020_ecs": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_020_ecs",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 5,
                   "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Entity\", Public = true)]\n    public partial struct Entity\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n    }\n\n    [SpacetimeDB.Table(Name = \"Position\", Public = true)]\n    public partial struct Position\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Table(Name = \"Velocity\", Public = true)]\n    public partial struct Velocity\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int VX;\n        public int VY;\n    }\n\n    [SpacetimeDB.Table(Name = \"NextPosition\", Public = true)]\n    public partial struct NextPosition\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Entity.Insert(new Entity { Id = 1 });\n        ctx.Db.Position.Insert(new Position { EntityId = 1, X = 0, Y = 0 });\n        ctx.Db.Velocity.Insert(new Velocity { EntityId = 1, VX = 1, VY = 0 });\n\n        ctx.Db.Entity.Insert(new Entity { Id = 2 });\n        ctx.Db.Position.Insert(new Position { EntityId = 2, X = 10, Y = 0 });\n        ctx.Db.Velocity.Insert(new Velocity { EntityId = 2, VX = -2, VY = 3 });\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Step(ReducerContext ctx)\n    {\n        foreach (var pos in ctx.Db.Position.Iter())\n        {\n            var velOpt = ctx.Db.Velocity.EntityId.Find(pos.EntityId);\n            if (velOpt is Velocity vel)\n            {\n                var np = new NextPosition\n                {\n                    EntityId = pos.EntityId,\n                    X = pos.X + vel.VX,\n                    Y = pos.Y + vel.VY\n                };\n\n                var existing = ctx.Db.NextPosition.EntityId.Find(pos.EntityId);\n                if (existing is NextPosition)\n                {\n                    ctx.Db.NextPosition.EntityId.Update(np);\n                }\n                else\n                {\n                    ctx.Db.NextPosition.Insert(np);\n                }\n            }\n        }\n    }\n}",
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Entity\")]\n    public partial struct Entity\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n    }\n\n    [SpacetimeDB.Table(Name = \"Position\")]\n    public partial struct Position\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Table(Name = \"Velocity\")]\n    public partial struct Velocity\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int VX;\n        public int VY;\n    }\n\n    [SpacetimeDB.Table(Name = \"NextPosition\")]\n    public partial struct NextPosition\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int EntityId;\n        public int X;\n        public int Y;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        if (ctx.Db.Entity.Id.Find(1) == null)\n        {\n            ctx.Db.Entity.Insert(new Entity { Id = 1 });\n        }\n        if (ctx.Db.Entity.Id.Find(2) == null)\n        {\n            ctx.Db.Entity.Insert(new Entity { Id = 2 });\n        }\n\n        var p1 = ctx.Db.Position.EntityId.Find(1);\n        if (p1 != null)\n        {\n            var v = p1.Value;\n            v.X = 0;\n            v.Y = 0;\n            ctx.Db.Position.EntityId.Update(v);\n        }\n        else\n        {\n            ctx.Db.Position.Insert(new Position { EntityId = 1, X = 0, Y = 0 });\n        }\n\n        var p2 = ctx.Db.Position.EntityId.Find(2);\n        if (p2 != null)\n        {\n            var v = p2.Value;\n            v.X = 10;\n            v.Y = 0;\n            ctx.Db.Position.EntityId.Update(v);\n        }\n        else\n        {\n            ctx.Db.Position.Insert(new Position { EntityId = 2, X = 10, Y = 0 });\n        }\n\n        var vel1 = ctx.Db.Velocity.EntityId.Find(1);\n        if (vel1 != null)\n        {\n            var vv = vel1.Value;\n            vv.VX = 1;\n            vv.VY = 0;\n            ctx.Db.Velocity.EntityId.Update(vv);\n        }\n        else\n        {\n            ctx.Db.Velocity.Insert(new Velocity { EntityId = 1, VX = 1, VY = 0 });\n        }\n\n        var vel2 = ctx.Db.Velocity.EntityId.Find(2);\n        if (vel2 != null)\n        {\n            var vv = vel2.Value;\n            vv.VX = -2;\n            vv.VY = 3;\n            ctx.Db.Velocity.EntityId.Update(vv);\n        }\n        else\n        {\n            ctx.Db.Velocity.Insert(new Velocity { EntityId = 2, VX = -2, VY = 3 });\n        }\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Step(ReducerContext ctx)\n    {\n        foreach (var pos in ctx.Db.Position.Iter())\n        {\n            var vel = ctx.Db.Velocity.EntityId.Find(pos.EntityId);\n            if (vel == null) continue;\n            int nx = pos.X + vel.Value.VX;\n            int ny = pos.Y + vel.Value.VY;\n            var np = ctx.Db.NextPosition.EntityId.Find(pos.EntityId);\n            if (np != null)\n            {\n                var updated = np.Value;\n                updated.X = nx;\n                updated.Y = ny;\n                ctx.Db.NextPosition.EntityId.Update(updated);\n            }\n            else\n            {\n                ctx.Db.NextPosition.Insert(new NextPosition { EntityId = pos.EntityId, X = nx, Y = ny });\n            }\n        }\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-020-ecs-golden",
@@ -3197,11 +3295,19 @@
                   "work_dir_golden": "target/llm-runs/schema/t_020_ecs/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_020_ecs/csharp/server/gpt-5/llm",
                   "scorer_details": {
-                    "ecs_step_next_positions_count": {
+                    "ecs_next_pos_entity1": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200c2e9c8914b425e19e3a19c2b4366be81e127cda86c2c50ad8ac164cf0fda/sql)\n",
+                        "phase": "sql"
+                      }
+                    },
+                    "ecs_seed_positions_count": {
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200613bdf37ba2217a39937420d6c67d9bee4865d51eaee3b202b65940f911b/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200c2e9c8914b425e19e3a19c2b4366be81e127cda86c2c50ad8ac164cf0fda/sql)\n",
                         "phase": "sql"
                       }
                     },
@@ -3209,7 +3315,15 @@
                       "pass": false,
                       "partial": 0.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200613bdf37ba2217a39937420d6c67d9bee4865d51eaee3b202b65940f911b/sql)\n",
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200c2e9c8914b425e19e3a19c2b4366be81e127cda86c2c50ad8ac164cf0fda/sql)\n",
+                        "phase": "sql"
+                      }
+                    },
+                    "ecs_step_next_positions_count": {
+                      "pass": false,
+                      "partial": 0.0,
+                      "notes": {
+                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37803/v1/database/c200c2e9c8914b425e19e3a19c2b4366be81e127cda86c2c50ad8ac164cf0fda/sql)\n",
                         "phase": "sql"
                       }
                     },
@@ -3221,41 +3335,25 @@
                         "llm_db": "schema-t-020-ecs-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
-                    },
-                    "ecs_seed_positions_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200613bdf37ba2217a39937420d6c67d9bee4865d51eaee3b202b65940f911b/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "ecs_next_pos_entity1": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `next_positions`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c200613bdf37ba2217a39937420d6c67d9bee4865d51eaee3b202b65940f911b/sql)\n",
-                        "phase": "sql"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:02:39.113993518Z",
-                  "finished_at": "2026-01-21T03:03:21.245326950Z"
+                  "started_at": "2026-01-21T14:24:50.374088268Z",
+                  "finished_at": "2026-01-21T14:25:52.640624886Z"
                 },
                 "t_021_multi_column_index": {
-                  "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+                  "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
                   "task": "t_021_multi_column_index",
                   "lang": "csharp",
                   "golden_published": true,
                   "model_name": "GPT-5",
                   "total_tests": 4,
-                  "passed_tests": 1,
-                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Log\")]\n    [SpacetimeDB.Index.BTree(Name = \"by_user_day\", Columns = new[] { \"UserId\", \"Day\" })]\n    public partial struct Log\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int UserId;\n        public int Day;\n        public string Message;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Log.Insert(new Log { Id = 1, UserId = 7, Day = 1, Message = \"a\" });\n        ctx.Db.Log.Insert(new Log { Id = 2, UserId = 7, Day = 2, Message = \"b\" });\n        ctx.Db.Log.Insert(new Log { Id = 3, UserId = 9, Day = 1, Message = \"c\" });\n    }\n}",
+                  "passed_tests": 4,
+                  "llm_output": "using SpacetimeDB;\n\npublic static partial class Module\n{\n    [SpacetimeDB.Table(Name = \"Log\", Public = true)]\n    [SpacetimeDB.Index.BTree(Name = \"by_user_day\", Columns = new[] { \"UserId\", \"Day\" })]\n    public partial struct Log\n    {\n        [SpacetimeDB.PrimaryKey]\n        public int Id;\n        public int UserId;\n        public int Day;\n        public string Message;\n    }\n\n    [SpacetimeDB.Reducer]\n    public static void Seed(ReducerContext ctx)\n    {\n        ctx.Db.Log.Insert(new Log { Id = 1, UserId = 7, Day = 1, Message = \"a\" });\n        ctx.Db.Log.Insert(new Log { Id = 2, UserId = 7, Day = 2, Message = \"b\" });\n        ctx.Db.Log.Insert(new Log { Id = 3, UserId = 9, Day = 1, Message = \"c\" });\n    }\n}",
                   "category": "schema",
                   "route_api_model": "gpt-5",
                   "golden_db": "schema-t-021-multi-column-index-golden",
@@ -3263,12 +3361,31 @@
                   "work_dir_golden": "target/llm-runs/schema/t_021_multi_column_index/csharp/server/golden",
                   "work_dir_llm": "target/llm-runs/schema/t_021_multi_column_index/csharp/server/gpt-5/llm",
                   "scorer_details": {
+                    "mcindex_lookup_u7_d1": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Log WHERE UserId=7 AND Day=1"
+                      }
+                    },
+                    "mcindex_seed_count": {
+                      "pass": true,
+                      "partial": 1.0,
+                      "notes": {
+                        "actual": 3,
+                        "expected": 3,
+                        "sql": "SELECT COUNT(*) AS n FROM Log"
+                      }
+                    },
                     "mcindex_lookup_u7_d2": {
-                      "pass": false,
-                      "partial": 0.0,
+                      "pass": true,
+                      "partial": 1.0,
                       "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2009789a0a588599b7ac17f3d00c269ca47b5f74c0f0b0d00620e3e0b989233/sql)\n",
-                        "phase": "sql"
+                        "actual": 1,
+                        "expected": 1,
+                        "sql": "SELECT COUNT(*) AS n FROM Log WHERE UserId=7 AND Day=2"
                       }
                     },
                     "schema_parity": {
@@ -3279,31 +3396,15 @@
                         "llm_db": "schema-t-021-multi-column-index-gpt-5-llm",
                         "reducers_diff": null,
                         "reducers_equal": true,
-                        "server": "http://127.0.0.1:37773",
+                        "server": "http://127.0.0.1:37803",
                         "tables_diff": null,
                         "tables_equal": true
                       }
-                    },
-                    "mcindex_seed_count": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2009789a0a588599b7ac17f3d00c269ca47b5f74c0f0b0d00620e3e0b989233/sql)\n",
-                        "phase": "sql"
-                      }
-                    },
-                    "mcindex_lookup_u7_d1": {
-                      "pass": false,
-                      "partial": 0.0,
-                      "notes": {
-                        "error": "spacetime sql failed:\nWARNING: This command is UNSTABLE and subject to breaking changes.\n\nError: no such table: `logs`. If the table exists, it may be marked private.\n\nCaused by:\n    HTTP status client error (400 Bad Request) for url (http://127.0.0.1:37773/v1/database/c2009789a0a588599b7ac17f3d00c269ca47b5f74c0f0b0d00620e3e0b989233/sql)\n",
-                        "phase": "sql"
-                      }
                     }
                   },
                   "vendor": "openai",
-                  "started_at": "2026-01-21T03:02:32.725442800Z",
-                  "finished_at": "2026-01-21T03:03:11.279806459Z"
+                  "started_at": "2026-01-21T14:24:41.440317859Z",
+                  "finished_at": "2026-01-21T14:25:28.561790710Z"
                 }
               }
             }
diff --git a/docs/llms/docs-benchmark-summary.json b/docs/llms/docs-benchmark-summary.json
index 7f836adbf1b..401ab388f0f 100644
--- a/docs/llms/docs-benchmark-summary.json
+++ b/docs/llms/docs-benchmark-summary.json
@@ -1,38 +1,38 @@
 {
   "version": 1,
-  "generated_at": "2026-01-21T03:05:32.938Z",
+  "generated_at": "2026-01-21T14:28:05.429Z",
   "by_language": {
     "csharp": {
       "modes": {
         "docs": {
-          "hash": "447b3a12e33c1d9e85f1443553b5d821235de535acbeafe98bfed0de775cf8c1",
+          "hash": "01650bd22c55631f73fff8b2bb76ebf148a8cea02d4153d9db3039c0522be5f5",
           "models": {
             "GPT-5": {
               "categories": {
                 "basics": {
                   "tasks": 12,
                   "total_tests": 27,
-                  "passed_tests": 12,
-                  "pass_pct": 44.444443,
-                  "task_pass_equiv": 7.333334,
-                  "task_pass_pct": 61.111115
+                  "passed_tests": 27,
+                  "pass_pct": 100.0,
+                  "task_pass_equiv": 12.0,
+                  "task_pass_pct": 100.0
                 },
                 "schema": {
                   "tasks": 10,
-                  "total_tests": 34,
-                  "passed_tests": 10,
-                  "pass_pct": 29.411764,
-                  "task_pass_equiv": 3.15,
-                  "task_pass_pct": 31.5
+                  "total_tests": 32,
+                  "passed_tests": 22,
+                  "pass_pct": 68.75,
+                  "task_pass_equiv": 6.366667,
+                  "task_pass_pct": 63.666664
                 }
               },
               "totals": {
                 "tasks": 22,
-                "total_tests": 61,
-                "passed_tests": 22,
-                "pass_pct": 36.065575,
-                "task_pass_equiv": 10.483333,
-                "task_pass_pct": 47.651512
+                "total_tests": 59,
+                "passed_tests": 49,
+                "pass_pct": 83.05085,
+                "task_pass_equiv": 18.366667,
+                "task_pass_pct": 83.48485
               }
             }
           }
@@ -42,7 +42,7 @@
     "rust": {
       "modes": {
         "docs": {
-          "hash": "1df24d7e0efd9d88ff9cc77fa5c951ac075acc22e1c3cd844adb37b87d805489",
+          "hash": "d41c3dbd3f3ae7c72795b84d16398175a005500fa941d6c812ffe1f09e3bc485",
           "models": {
             "GPT-5": {
               "categories": {
@@ -75,34 +75,34 @@
           }
         },
         "rustdoc_json": {
-          "hash": "40baf0d53a9de9eab21250fad1d96f530213fd7dd09cb9a3d97f40ff548f0d8a",
+          "hash": "e6a5a5374022e3250e0df2cb5e4f7e4777081f474a0ebc4e99302be42151ef59",
           "models": {
             "GPT-5": {
               "categories": {
                 "basics": {
                   "tasks": 12,
                   "total_tests": 27,
-                  "passed_tests": 10,
-                  "pass_pct": 37.037037,
-                  "task_pass_equiv": 5.3333335,
-                  "task_pass_pct": 44.444447
+                  "passed_tests": 25,
+                  "pass_pct": 92.59259,
+                  "task_pass_equiv": 10.0,
+                  "task_pass_pct": 83.33333
                 },
                 "schema": {
                   "tasks": 10,
                   "total_tests": 34,
-                  "passed_tests": 9,
-                  "pass_pct": 26.470589,
-                  "task_pass_equiv": 2.65,
-                  "task_pass_pct": 26.500002
+                  "passed_tests": 21,
+                  "pass_pct": 61.764706,
+                  "task_pass_equiv": 5.866667,
+                  "task_pass_pct": 58.66667
                 }
               },
               "totals": {
                 "tasks": 22,
                 "total_tests": 61,
-                "passed_tests": 19,
-                "pass_pct": 31.147541,
-                "task_pass_equiv": 7.983334,
-                "task_pass_pct": 36.287884
+                "passed_tests": 46,
+                "pass_pct": 75.409836,
+                "task_pass_equiv": 15.866668,
+                "task_pass_pct": 72.121216
               }
             }
           }