diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 14ce486fd..e67b49487 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -14,8 +14,22 @@ name: "CodeQL Advanced"
 on:
   push:
     branches: [ "main", "dev", "demo" ]
+    paths:
+      - 'src/**/*.py'
+      - 'src/**/*.js'
+      - 'src/**/*.ts'
+      - 'src/**/*.tsx'
+      - 'tests/**/*.py'
+      - '.github/workflows/codeql.yml'
   pull_request:
     branches: [ "main", "dev", "demo" ]
+    paths:
+      - 'src/**/*.py'
+      - 'src/**/*.js'
+      - 'src/**/*.ts'
+      - 'src/**/*.tsx'
+      - 'tests/**/*.py'
+      - '.github/workflows/codeql.yml'
   schedule:
     - cron: '44 20 * * 2'
 
@@ -91,4 +105,4 @@ jobs:
     - name: Perform CodeQL Analysis
       uses: github/codeql-action/analyze@v3
       with:
-        category: "/language:${{matrix.language}}"
+        category: "/language:${{matrix.language}}"
\ No newline at end of file
diff --git a/.github/workflows/docker-build-and-push.yml b/.github/workflows/docker-build-and-push.yml
index eb46863e5..9f1ea0649 100644
--- a/.github/workflows/docker-build-and-push.yml
+++ b/.github/workflows/docker-build-and-push.yml
@@ -7,6 +7,18 @@ on:
       - dev-v3
       - demo-v3
       - hotfix
+    paths:
+      - 'src/frontend/**'
+      - 'src/backend/**'
+      - 'src/mcp_server/**'
+      - '.github/workflows/docker-build-and-push.yml'
+      - 'infra/main.bicep'
+      - 'infra/modules/**/*.bicep'
+      - 'infra/*.parameters.json'
+      - 'infra/scripts/**'
+      - '.github/workflows/deploy.yml'
+      - 'azure.yaml'
+      - 'azure_custom.yaml'
   pull_request:
     types:
       - opened
@@ -18,6 +30,18 @@ on:
       - dev-v3
       - demo-v3
       - hotfix
+    paths:
+      - 'src/frontend/**'
+      - 'src/backend/**'
+      - 'src/mcp_server/**'
+      - '.github/workflows/docker-build-and-push.yml'
+      - 'infra/main.bicep'
+      - 'infra/modules/**/*.bicep'
+      - 'infra/*.parameters.json'
+      - 'infra/scripts/**'
+      - '.github/workflows/deploy.yml'
+      - 'azure.yaml'
+      - 'azure_custom.yaml'
   workflow_dispatch:
 
 jobs:
diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
index bc2851159..a18c0c306 100644
--- a/.github/workflows/pylint.yml
+++ b/.github/workflows/pylint.yml
@@ -1,6 +1,14 @@
 name: PyLint
 
-on: [push]
+on: 
+  push:
+    paths:
+      - 'src/backend/**/*.py'
+      - 'src/mcp_server/**/*.py'
+      - 'src/backend/requirements.txt'
+      - '.flake8'
+      - '.github/workflows/pylint.yml'
+
 
 jobs:
   build:
@@ -24,4 +32,4 @@ jobs:
       
       - name: Run flake8 and pylint
         run: |
-          flake8 --config=.flake8 src/backend  # Specify the directory to lint
+          flake8 --config=.flake8 src/backend 
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 7d8ca7c0b..8709c28b7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,6 +7,15 @@ on:
       - dev
       - demo
       - hotfix
+    paths:
+      - 'src/backend/**/*.py'
+      - 'src/tests/**/*.py'
+      - 'src/mcp_server/**/*.py'
+      - 'src/**/pyproject.toml'
+      - 'pytest.ini'
+      - 'conftest.py'
+      - 'src/backend/requirements.txt'
+      - '.github/workflows/test.yml'
   pull_request:
     types:
       - opened
@@ -14,11 +23,19 @@ on:
       - reopened
       - synchronize
     branches:
-      - main
       - main
       - dev
       - demo
       - hotfix
+    paths:
+      - 'src/backend/**/*.py'
+      - 'src/tests/**/*.py'
+      - 'src/mcp_server/**/*.py'
+      - 'pytest.ini'
+      - 'conftest.py'
+      - 'src/backend/requirements.txt'
+      - 'src/**/pyproject.toml'
+      - '.github/workflows/test.yml'
 
 jobs:
   test:
@@ -73,4 +90,4 @@ jobs:
       - name: Skip coverage report if no tests
         if: env.skip_tests == 'true'
         run: |
-          echo "Skipping coverage report because no tests were found."
+          echo "Skipping coverage report because no tests were found."
\ No newline at end of file