From dde8dc2aafdae55a2ccfa5c8ffaeae0f7b1a1b4b Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 20:07:43 +0200
Subject: [PATCH 01/15] chore: Update Docker and GitHub Actions configurations
 for improved performance and compatibility

---
 .github/workflows/ai-code-suggestions.yml | 269 ---------------
 .github/workflows/ci.yml                  |  24 +-
 .github/workflows/deployment-status.yml   |   2 +-
 .github/workflows/test-with-comments.yml  | 400 ----------------------
 docker-compose.yml                        |   6 +-
 5 files changed, 15 insertions(+), 686 deletions(-)
 delete mode 100644 .github/workflows/ai-code-suggestions.yml
 delete mode 100644 .github/workflows/test-with-comments.yml

diff --git a/.github/workflows/ai-code-suggestions.yml b/.github/workflows/ai-code-suggestions.yml
deleted file mode 100644
index c525221..0000000
--- a/.github/workflows/ai-code-suggestions.yml
+++ /dev/null
@@ -1,269 +0,0 @@
-name: AI Code Suggestions
-
-on:
-  pull_request:
-    types: [opened, synchronize]
-    branches: [ main, develop ]
-  workflow_dispatch:
-
-permissions:
-  contents: read
-  pull-requests: write
-  issues: write
-  checks: write
-
-jobs:
-  ai-suggestions:
-    runs-on: ubuntu-latest
-    if: github.event.pull_request.draft == false
-
-    steps:
-    - name: Checkout code
-      uses: actions/checkout@v4
-      with:
-        fetch-depth: 0
-
-    - name: Set up Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: '3.11'
-
-    - name: Install analysis tools
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-        pip install pylint mypy autopep8 vulture
-
-    - name: Get changed Python files
-      id: changed-python-files
-      uses: tj-actions/changed-files@v40
-      with:
-        files: |
-          **/*.py
-        files_ignore: |
-          **/migrations/**
-          **/tests/**
-          **/__pycache__/**
-
-    - name: Run Code Analysis
-      if: steps.changed-python-files.outputs.any_changed == 'true'
-      run: |
-        echo "## 🔍 Code Analysis & Suggestions" > suggestions.md
-        echo "" >> suggestions.md
-
-        # Create array of changed files
-        IFS=' ' read -ra CHANGED_FILES <<< "${{ steps.changed-python-files.outputs.all_changed_files }}"
-
-        for file in "${CHANGED_FILES[@]}"; do
-          if [[ -f "$file" ]]; then
-            echo "### 📄 Analysis for \`$file\`" >> suggestions.md
-            echo "" >> suggestions.md
-
-            # Run pylint for code quality
-            echo "#### 📊 Code Quality (Pylint)" >> suggestions.md
-            pylint "$file" --output-format=text --score=yes --reports=no 2>/dev/null | head -20 >> suggestions.md || echo "No pylint issues found." >> suggestions.md
-            echo "" >> suggestions.md
-
-            # Run mypy for type checking
-            echo "#### 🔍 Type Checking (MyPy)" >> suggestions.md
-            mypy "$file" --no-error-summary 2>/dev/null | head -10 >> suggestions.md || echo "No type issues found." >> suggestions.md
-            echo "" >> suggestions.md
-
-            # Check for dead code
-            echo "#### 🧹 Dead Code Detection" >> suggestions.md
-            vulture "$file" 2>/dev/null | head -10 >> suggestions.md || echo "No dead code detected." >> suggestions.md
-            echo "" >> suggestions.md
-
-            echo "---" >> suggestions.md
-            echo "" >> suggestions.md
-          fi
-        done
-
-        # Add general suggestions
-        echo "## 💡 General Suggestions" >> suggestions.md
-        echo "" >> suggestions.md
-        echo "### 🎯 Django Best Practices" >> suggestions.md
-        echo "- Use Django's built-in validators instead of custom validation where possible" >> suggestions.md
-        echo "- Implement proper error handling with try-catch blocks" >> suggestions.md
-        echo "- Use Django's timezone utilities for datetime operations" >> suggestions.md
-        echo "- Consider using select_related() and prefetch_related() for database optimization" >> suggestions.md
-        echo "- Add docstrings to all public methods and classes" >> suggestions.md
-        echo "" >> suggestions.md
-
-        echo "### 🔐 Security Recommendations" >> suggestions.md
-        echo "- Validate and sanitize all user inputs" >> suggestions.md
-        echo "- Use Django's built-in CSRF protection" >> suggestions.md
-        echo "- Implement proper authentication and authorization checks" >> suggestions.md
-        echo "- Use Django's ORM to prevent SQL injection attacks" >> suggestions.md
-        echo "" >> suggestions.md
-
-        echo "### 🚀 Performance Tips" >> suggestions.md
-        echo "- Use database indexes for frequently queried fields" >> suggestions.md
-        echo "- Implement caching for expensive operations" >> suggestions.md
-        echo "- Consider using async views for I/O-bound operations" >> suggestions.md
-        echo "- Use pagination for large datasets" >> suggestions.md
-
-    - name: Check Test Coverage
-      if: steps.changed-python-files.outputs.any_changed == 'true'
-      run: |
-        echo "" >> suggestions.md
-        echo "## 🧪 Test Coverage Analysis" >> suggestions.md
-        echo "" >> suggestions.md
-
-        # Run pytest with coverage for changed files
-        coverage run -m pytest --tb=short || true
-        coverage report --include="${{ steps.changed-python-files.outputs.all_changed_files }}" >> suggestions.md || echo "Coverage data not available" >> suggestions.md
-
-    - name: Django-specific Analysis
-      if: steps.changed-python-files.outputs.any_changed == 'true'
-      run: |
-        echo "" >> suggestions.md
-        echo "## 🐍 Django-Specific Analysis" >> suggestions.md
-        echo "" >> suggestions.md
-
-        # Check for Django migrations
-        if python manage.py makemigrations --dry-run --verbosity=0 2>/dev/null; then
-          echo "✅ **Migrations**: No pending migrations" >> suggestions.md
-        else
-          echo "⚠️ **Migrations**: Pending migrations detected. Run \`python manage.py makemigrations\`" >> suggestions.md
-        fi
-        echo "" >> suggestions.md
-
-        # Check Django system
-        echo "### 🔧 Django System Check" >> suggestions.md
-        python manage.py check --verbosity=0 >> suggestions.md 2>&1 || echo "System check completed with issues" >> suggestions.md
-
-    - name: Post AI Suggestions
-      if: steps.changed-python-files.outputs.any_changed == 'true'
-      uses: actions/github-script@v7
-      with:
-        script: |
-          const fs = require('fs');
-
-          let suggestions = '';
-          if (fs.existsSync('suggestions.md')) {
-            suggestions = fs.readFileSync('suggestions.md', 'utf8');
-
-            // Truncate if too long for GitHub comment
-            if (suggestions.length > 65000) {
-              suggestions = suggestions.substring(0, 65000) + '\n\n... (truncated for length)';
-            }
-          }
-
-          const comment = `
-          ## 🤖 AI-Powered Code Suggestions
-
-          ${suggestions || 'No specific suggestions for the changed files.'}
-
-          ### 📚 Additional Resources
-
-          - [Django Best Practices](https://docs.djangoproject.com/en/stable/misc/design-philosophies/)
-          - [Django Security](https://docs.djangoproject.com/en/stable/topics/security/)
-          - [Python PEP 8 Style Guide](https://pep8.org/)
-          - [Django REST Framework Best Practices](https://www.django-rest-framework.org/community/3.0-announcement/)
-
-          ### 🤝 Next Steps
-
-          1. Review the suggestions above
-          2. Apply relevant improvements
-          3. Add/update tests if needed
-          4. Update documentation
-          5. Request human review
-
-          ---
-          *AI-generated suggestions - Use your judgment to apply relevant recommendations.*
-          `;
-
-          github.rest.issues.createComment({
-            issue_number: context.issue.number,
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: comment
-          });
-
-  performance-analysis:
-    runs-on: ubuntu-latest
-    if: github.event.pull_request.draft == false
-
-    steps:
-    - name: Checkout code
-      uses: actions/checkout@v4
-
-    - name: Set up Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: '3.11'
-
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-        pip install django-debug-toolbar memory-profiler
-
-    - name: Run Performance Tests
-      run: |
-        echo "## ⚡ Performance Analysis" > performance.md
-        echo "" >> performance.md
-
-        # Test Django startup time
-        echo "### 🚀 Django Startup Time" >> performance.md
-        echo "\`\`\`" >> performance.md
-        time python manage.py check 2>&1 | head -10 >> performance.md
-        echo "\`\`\`" >> performance.md
-        echo "" >> performance.md
-
-        # Check for N+1 queries potential
-        echo "### 🗃️ Database Query Analysis" >> performance.md
-        echo "Look for potential N+1 query issues in your models and views:" >> performance.md
-        echo "- Use \`select_related()\` for foreign key relationships" >> performance.md
-        echo "- Use \`prefetch_related()\` for many-to-many relationships" >> performance.md
-        echo "- Consider database indexing for frequently queried fields" >> performance.md
-        echo "" >> performance.md
-
-        echo "### 💾 Memory Usage Recommendations" >> performance.md
-        echo "- Use generator expressions for large datasets" >> performance.md
-        echo "- Implement pagination for API endpoints" >> performance.md
-        echo "- Consider using \`only()\` and \`defer()\` for selective field loading" >> performance.md
-        echo "- Use caching for expensive computations" >> performance.md
-
-    - name: Post Performance Analysis
-      uses: actions/github-script@v7
-      with:
-        script: |
-          const fs = require('fs');
-
-          let performanceAnalysis = '';
-          if (fs.existsSync('performance.md')) {
-            performanceAnalysis = fs.readFileSync('performance.md', 'utf8');
-          }
-
-          const comment = `
-          ${performanceAnalysis}
-
-          ### 🎯 Performance Optimization Tips
-
-          1. **Database Optimization**
-             - Add indexes to frequently queried fields
-             - Use select_related() and prefetch_related()
-             - Consider database connection pooling
-
-          2. **Caching Strategy**
-             - Implement Redis caching for expensive operations
-             - Use Django's cache framework
-             - Consider CDN for static assets
-
-          3. **Code Optimization**
-             - Use generator expressions for large datasets
-             - Implement proper pagination
-             - Optimize serializers and views
-
-          ---
-          *Performance suggestions based on Django best practices.*
-          `;
-
-          github.rest.issues.createComment({
-            issue_number: context.issue.number,
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: comment
-          });
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e26cfe5..0e0d813 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,7 +23,7 @@ jobs:
 
     services:
       postgres:
-        image: postgres:15
+        image: postgres:17-alpine
         env:
           POSTGRES_PASSWORD: postgres
           POSTGRES_USER: postgres
@@ -37,7 +37,7 @@ jobs:
           - 5432:5432
 
       redis:
-        image: redis:7
+        image: redis:8-alpine
         options: >-
           --health-cmd "redis-cli ping"
           --health-interval 10s
@@ -47,15 +47,15 @@ jobs:
           - 6379:6379
 
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
 
     - name: Cache pip dependencies
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: ~/.cache/pip
         key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
@@ -96,9 +96,9 @@ jobs:
 
     - name: Upload coverage to Codecov
       if: matrix.python-version == '3.11.x'
-      uses: codecov/codecov-action@v3
+      uses: codecov/codecov-action@v5
       with:
-        file: ./coverage.xml
+        files: ./coverage.xml
         flags: unittests
         name: codecov-umbrella
 
@@ -136,10 +136,10 @@ jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
 
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.11.x
 
@@ -166,10 +166,10 @@ jobs:
   security:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
 
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.11.x
 
@@ -187,7 +187,7 @@ jobs:
       run: |
         # Install compatible versions for safety
         pip install "typer<0.13.0" "safety==2.4.0b2" || pip install "safety<3.0.0"
-        
+
         # Run safety check with fallback to pip-audit
         safety check --json --output safety-report.json || echo "Safety JSON output failed, continuing..."
         safety check || {
diff --git a/.github/workflows/deployment-status.yml b/.github/workflows/deployment-status.yml
index 6fc2693..a383f35 100644
--- a/.github/workflows/deployment-status.yml
+++ b/.github/workflows/deployment-status.yml
@@ -15,7 +15,7 @@ jobs:
 
     steps:
     - name: Checkout code
-      uses: actions/checkout@v4
+      uses: actions/checkout@v5
 
     - name: Determine status and context
       id: status
diff --git a/.github/workflows/test-with-comments.yml b/.github/workflows/test-with-comments.yml
deleted file mode 100644
index b2f880a..0000000
--- a/.github/workflows/test-with-comments.yml
+++ /dev/null
@@ -1,400 +0,0 @@
-name: Test with Comments
-
-on:
-  pull_request:
-    branches: [ main, develop ]
-    types: [opened, synchronize, reopened]
-
-permissions:
-  contents: read
-  pull-requests: write
-  issues: write
-  checks: write
-
-jobs:
-  test-with-comments:
-    runs-on: ubuntu-latest
-
-    services:
-      postgres:
-        image: postgres:15
-        env:
-          POSTGRES_PASSWORD: postgres
-          POSTGRES_USER: postgres
-          POSTGRES_DB: test_backend
-        options: >-
-          --health-cmd pg_isready
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-        ports:
-          - 5432:5432
-
-      redis:
-        image: redis:7
-        options: >-
-          --health-cmd "redis-cli ping"
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-        ports:
-          - 6379:6379
-
-    steps:
-    - name: Checkout code
-      uses: actions/checkout@v4
-
-    - name: Set up Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: 3.11.x
-
-    - name: Cache pip dependencies
-      uses: actions/cache@v3
-      with:
-        path: ~/.cache/pip
-        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-        restore-keys: |
-          ${{ runner.os }}-pip-
-
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-        pip install pytest-cov pytest-html pytest-json-report
-
-    - name: Set up environment variables
-      run: |
-        echo "DJANGO_DEBUG=False" >> $GITHUB_ENV
-        echo "SECRET_KEY=test-secret-key-for-ci" >> $GITHUB_ENV
-        echo "ALLOWED_HOSTS=localhost,127.0.0.1" >> $GITHUB_ENV
-        echo "DATABASE_TYPE=pgsql" >> $GITHUB_ENV
-        echo "DATABASE_USER=postgres" >> $GITHUB_ENV
-        echo "DATABASE_PASSWORD=postgres" >> $GITHUB_ENV
-        echo "DATABASE_HOST=localhost" >> $GITHUB_ENV
-        echo "DATABASE_PORT=5432" >> $GITHUB_ENV
-        echo "DATABASE_NAME=test_backend" >> $GITHUB_ENV
-        echo "REDIS_HOST=localhost" >> $GITHUB_ENV
-        echo "REDIS_PORT=6379" >> $GITHUB_ENV
-        echo "REDIS_DB=0" >> $GITHUB_ENV
-
-    - name: Run migrations
-      run: |
-        python manage.py migrate
-
-    - name: Run tests with coverage and reporting
-      run: |
-        pytest \
-          --verbose \
-          --tb=short \
-          --cov=. \
-          --cov-report=xml \
-          --cov-report=html \
-          --cov-report=term \
-          --html=reports/pytest-report.html \
-          --self-contained-html \
-          --json-report \
-          --json-report-file=reports/pytest-report.json \
-          --junit-xml=reports/junit.xml \
-          2>&1 | tee test-output.log
-
-    - name: Parse test results
-      if: always()
-      run: |
-        # Create reports directory if it doesn't exist
-        mkdir -p reports
-
-        # Create test results summary
-        python3 << 'EOF'
-        import json
-        import sys
-        import os
-
-        # Parse pytest JSON report
-        try:
-            if os.path.exists('reports/pytest-report.json'):
-                with open('reports/pytest-report.json', 'r') as f:
-                    report = json.load(f)
-            else:
-                print("Pytest JSON report not found, creating default")
-                report = {'summary': {}, 'tests': []}
-
-            summary = report.get('summary', {})
-            tests = report.get('tests', [])
-
-            total = summary.get('total', 0)
-            passed = summary.get('passed', 0)
-            failed = summary.get('failed', 0)
-            skipped = summary.get('skipped', 0)
-
-            # Calculate percentages
-            if total > 0:
-                pass_rate = (passed / total) * 100
-                fail_rate = (failed / total) * 100
-            else:
-                pass_rate = 0
-                fail_rate = 0
-
-            # Get failed tests details
-            failed_tests = []
-            for test in tests:
-                if test.get('outcome') == 'failed':
-                    failed_tests.append({
-                        'nodeid': test.get('nodeid', 'Unknown test'),
-                        'longrepr': test.get('call', {}).get('longrepr', 'No details available')
-                    })
-
-            # Write summary to file
-            with open('test_summary.json', 'w') as f:
-                json.dump({
-                    'total': total,
-                    'passed': passed,
-                    'failed': failed,
-                    'skipped': skipped,
-                    'pass_rate': round(pass_rate, 2),
-                    'fail_rate': round(fail_rate, 2),
-                    'failed_tests': failed_tests[:5]  # Limit to first 5 failures
-                }, f, indent=2)
-
-            print(f"Test summary created: {total} total, {passed} passed, {failed} failed")
-
-        except Exception as e:
-            print(f"Error parsing test results: {e}")
-            # Create default summary on error
-            with open('test_summary.json', 'w') as f:
-                json.dump({
-                    'total': 0,
-                    'passed': 0,
-                    'failed': 0,
-                    'skipped': 0,
-                    'pass_rate': 0,
-                    'fail_rate': 0,
-                    'failed_tests': []
-                }, f, indent=2)
-        EOF
-
-    - name: Parse coverage results
-      if: always()
-      run: |
-        # Extract coverage percentage
-        COVERAGE="0.0"
-        if [ -f "coverage.xml" ]; then
-          COVERAGE=$(python3 -c "
-        import xml.etree.ElementTree as ET
-        import sys
-        try:
-            tree = ET.parse('coverage.xml')
-            root = tree.getroot()
-            coverage = root.attrib.get('line-rate', '0')
-            percentage = float(coverage) * 100
-            print(f'{percentage:.1f}')
-        except Exception as e:
-            print('0.0', file=sys.stderr)
-            print('0.0')
-        " 2>/dev/null)
-        fi
-
-        echo "COVERAGE_PERCENT=$COVERAGE" >> $GITHUB_ENV
-        echo "Coverage percentage: $COVERAGE%"
-
-    - name: Generate detailed comment
-      if: always()
-      uses: actions/github-script@v7
-      with:
-        github-token: ${{ secrets.GITHUB_TOKEN }}
-        script: |
-          const fs = require('fs');
-
-          // Read test summary
-          let testSummary;
-          try {
-            testSummary = JSON.parse(fs.readFileSync('test_summary.json', 'utf8'));
-          } catch (error) {
-            console.log('Error reading test summary:', error.message);
-            testSummary = {
-              total: 0, passed: 0, failed: 0, skipped: 0,
-              pass_rate: 0, fail_rate: 0, failed_tests: []
-            };
-          }
-
-          // Read test output log
-          let testOutput = '';
-          try {
-            testOutput = fs.readFileSync('test-output.log', 'utf8');
-          } catch (error) {
-            console.log('Error reading test output:', error.message);
-            testOutput = 'Test output not available';
-          }
-
-          // Determine overall status
-          const overallStatus = testSummary.failed === 0 ? '✅ PASSED' : '❌ FAILED';
-          const statusEmoji = testSummary.failed === 0 ? '🎉' : '⚠️';
-
-          // Create progress bars
-          const createProgressBar = (percentage, width = 20) => {
-            const filled = Math.round((percentage / 100) * width);
-            const empty = width - filled;
-            return '█'.repeat(filled) + '░'.repeat(empty);
-          };
-
-          const passBar = createProgressBar(testSummary.pass_rate);
-          const coveragePercent = parseFloat(process.env.COVERAGE_PERCENT || '0');
-          const coverageBar = createProgressBar(coveragePercent);
-
-          // Generate failed tests section
-          let failedTestsSection = '';
-          if (testSummary.failed_tests && testSummary.failed_tests.length > 0) {
-            failedTestsSection = `
-          ### ❌ Failed Tests
-
-          ${testSummary.failed_tests.map(test => `
-          **${test.nodeid || 'Unknown test'}**
-          \`\`\`
-          ${test.call?.longrepr || test.longrepr || 'No details available'}
-          \`\`\`
-          `).join('\n')}
-
-          ${testSummary.failed_tests.length >= 5 ? '_Note: Only showing first 5 failures_' : ''}
-            `;
-          }
-
-          // Truncate test output to avoid comment size limits
-          const maxOutputLength = 2000;
-          const truncatedOutput = testOutput.length > maxOutputLength
-            ? testOutput.slice(-maxOutputLength)
-            : testOutput;
-
-          // Create the comment
-          const comment = `## ${statusEmoji} Test Results Report
-
-          ### 📊 Overall Status: ${overallStatus}
-
-          | Metric | Value | Progress |
-          |--------|-------|----------|
-          | **Total Tests** | ${testSummary.total} | |
-          | **Passed** | ${testSummary.passed} | ${passBar} ${testSummary.pass_rate}% |
-          | **Failed** | ${testSummary.failed} | |
-          | **Skipped** | ${testSummary.skipped} | |
-          | **Coverage** | ${coveragePercent}% | ${coverageBar} |
-
-          ### 🔍 Test Details
-
-          <details>
-          <summary>📋 Click to view detailed test output</summary>
-
-          \`\`\`
-          ${truncatedOutput}
-          \`\`\`
-
-          </details>
-
-          ${failedTestsSection}
-
-          ### 🏗️ Build Information
-
-          - **Python Version**: 3.11.x
-          - **Django Version**: 5.2.1
-          - **Database**: PostgreSQL 15
-          - **Cache**: Redis 7
-          - **Commit**: \`${context.sha.substring(0, 8)}\`
-          - **Branch**: \`${context.payload.pull_request?.head?.ref || 'unknown'}\`
-
-          ### 📎 Artifacts
-
-          ${testSummary.failed === 0 ?
-            '✅ All tests passed! No artifacts generated.' :
-            '📄 Test reports and coverage details are available in the workflow artifacts.'
-          }
-
-          ---
-
-          ${testSummary.failed === 0 ?
-            '🎉 **Great job!** All tests are passing. This PR is ready for review!' :
-            '⚠️ **Please fix the failing tests** before merging this PR.'
-          }
-
-          <sub>🤖 This comment was automatically generated by the test workflow</sub>`;
-
-          try {
-            // Find existing comment
-            const { data: comments } = await github.rest.issues.listComments({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: context.issue.number,
-            });
-
-            const existingComment = comments.find(comment =>
-              comment.body.includes('Test Results Report') &&
-              comment.user.type === 'Bot'
-            );
-
-            // Update or create comment
-            if (existingComment) {
-              await github.rest.issues.updateComment({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                comment_id: existingComment.id,
-                body: comment
-              });
-              console.log('Updated existing comment');
-            } else {
-              await github.rest.issues.createComment({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: context.issue.number,
-                body: comment
-              });
-              console.log('Created new comment');
-            }
-          } catch (error) {
-            console.log('Error posting comment:', error.message);
-            // Don't fail the workflow if commenting fails
-          }
-
-    - name: Upload test reports
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: test-reports-${{ github.run_number }}
-        path: |
-          reports/
-          coverage.xml
-          test-output.log
-          test_summary.json
-        retention-days: 30
-
-    - name: Publish test results
-      if: always()
-      uses: dorny/test-reporter@v1
-      with:
-        name: Django Tests
-        path: reports/junit.xml
-        reporter: java-junit
-        fail-on-error: false
-
-    - name: Set job status
-      if: always()
-      run: |
-        echo "Checking final test status..."
-        if [ -f "test_summary.json" ]; then
-          FAILED=$(python3 -c "
-        import json
-        import sys
-        try:
-            with open('test_summary.json', 'r') as f:
-                data = json.load(f)
-            print(data.get('failed', 0))
-        except Exception as e:
-            print('0')
-        ")
-          echo "Failed tests: $FAILED"
-          if [ "$FAILED" -gt 0 ]; then
-            echo "❌ Tests failed, marking job as failed"
-            exit 1
-          else
-            echo "✅ All tests passed successfully!"
-          fi
-        else
-          echo "⚠️ No test summary found, assuming failure"
-          exit 1
-        fi
diff --git a/docker-compose.yml b/docker-compose.yml
index 2e1a510..48c101d 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,8 +1,6 @@
 services:
   backend:
     build: .
-    # For production, use the published image:
-    # image: ghcr.io/seccodesmith/seccodesmith-backend:latest
     container_name: seccodesmith-backend
     hostname: backend
     networks:
@@ -52,7 +50,7 @@ services:
       test: [ "CMD", "redis-cli", "--raw", "incr", "ping" ]
 
   postgres:
-    image: postgres:14.7-alpine
+    image: postgres:17-alpine
     container_name: database-Backend
     hostname: db
     networks:
@@ -86,4 +84,4 @@ networks:
 
 volumes:
   postgres_data:
-  redis_data:
\ No newline at end of file
+  redis_data:

From 1a9f09810a62633d6bb855a6dea0d96911100376 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 20:11:41 +0200
Subject: [PATCH 02/15] fix: Update Python version matrix and upgrade checkout
 action to v5

---
 .github/workflows/ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0e0d813..5ca33e5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -19,7 +19,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.10.x, 3.11.x, 3.12.x]
+        python-version: [3.10.x, 3.11.x, 3.12.x, 3.13.x]
 
     services:
       postgres:
@@ -203,7 +203,7 @@ jobs:
     if: github.ref == 'refs/heads/main'
 
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
 
     - name: Build Docker image
       run: |

From f1d3ff164c8778bd562eeacff95671e3ce9b1e00 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 20:28:02 +0200
Subject: [PATCH 03/15] fix: Update PostgreSQL and Redis images, and upgrade
 GitHub Actions to latest versions

---
 .github/workflows/pr.yml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 304fcff..8fcdf07 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -20,7 +20,7 @@ jobs:
 
     services:
       postgres:
-        image: postgres:15
+        image: postgres:17-alpine
         env:
           POSTGRES_PASSWORD: postgres
           POSTGRES_USER: postgres
@@ -34,7 +34,7 @@ jobs:
           - 5432:5432
 
       redis:
-        image: redis:7
+        image: redis:8-alpine
         options: >-
           --health-cmd "redis-cli ping"
           --health-interval 10s
@@ -45,15 +45,15 @@ jobs:
 
     steps:
     - name: Checkout code
-      uses: actions/checkout@v4
+      uses: actions/checkout@v5
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
 
     - name: Cache pip dependencies
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: ~/.cache/pip
         key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}

From af0253f6b2a672c04b03c7ee824cd78934cf7f57 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 21:52:57 +0200
Subject: [PATCH 04/15] chore: Update pull request template and enhance
 workflow with version matrices for PostgreSQL and Redis

---
 .github/pull_request_template.md | 15 ---------------
 .github/workflows/pr.yml         |  6 ++++--
 2 files changed, 4 insertions(+), 17 deletions(-)

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 4af6c27..36fa8d5 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -1,12 +1,3 @@
----
-name: Pull Request
-about: Describe the changes in your pull request
-title: ''
-labels: ''
-assignees: ''
-
----
-
 ## 📋 Description
 Brief description of the changes
 
@@ -32,11 +23,5 @@ Brief description of the changes
 - [ ] My changes generate no new warnings
 - [ ] Any dependent changes have been merged and published in downstream modules
 
-## 🔗 Related Issues
-Fixes #(issue number)
-
-## 📸 Screenshots (if appropriate)
-Add screenshots to help explain your changes
-
 ## 🔍 Additional Notes
 Add any other notes about the pull request here.
diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 8fcdf07..b529e1f 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -17,10 +17,12 @@ jobs:
     strategy:
       matrix:
         python-version: [3.10.x, 3.11.x, 3.12.x]
+        postgres-version: [16-alpine, 17-alpine,18-alpine]
+        redis-version: [6-alpine, 7-alpine,8-alpine]
 
     services:
       postgres:
-        image: postgres:17-alpine
+        image: postgres:${{matrix.postgres-version}}
         env:
           POSTGRES_PASSWORD: postgres
           POSTGRES_USER: postgres
@@ -34,7 +36,7 @@ jobs:
           - 5432:5432
 
       redis:
-        image: redis:8-alpine
+        image: redis:${{matrix.redis-version}}
         options: >-
           --health-cmd "redis-cli ping"
           --health-interval 10s

From 6636a01e5245fcc6f07c2612c2e94d3b3cbfa3c3 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 21:53:50 +0200
Subject: [PATCH 05/15] fix: Update database and cache version information in
 PR comment

---
 .github/workflows/pr.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index b529e1f..a1d149d 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -119,8 +119,8 @@ jobs:
             ### 🏗️ Build Information:
             - **Python Version**: ${{ matrix.python-version }}
             - **Django Version**: 5.2.1
-            - **Database**: PostgreSQL 15
-            - **Cache**: Redis 7
+            - **Database**:  Postres ${{matrix.postgres-version}}
+            - **Cache**: Redis ${{matrix.redis-version}}
 
             ---
             *This comment was automatically generated by the CI pipeline.*`;

From 9c3f63b5ed410d6b2ffe7fdaa434fb9a8e37b6e4 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 21:54:58 +0200
Subject: [PATCH 06/15] fix: Remove deprecated PostgreSQL version from workflow
 matrix

---
 .github/workflows/pr.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index a1d149d..8c5a2ab 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -17,7 +17,7 @@ jobs:
     strategy:
       matrix:
         python-version: [3.10.x, 3.11.x, 3.12.x]
-        postgres-version: [16-alpine, 17-alpine,18-alpine]
+        postgres-version: [16-alpine, 17-alpine]
         redis-version: [6-alpine, 7-alpine,8-alpine]
 
     services:

From e35a2e7946bf2701e977f572dbfd5c820f7be5ac Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 21:57:24 +0200
Subject: [PATCH 07/15] fix: Add conditional check for Codecov upload based on
 Python version

---
 .github/workflows/pr.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 8c5a2ab..7f0e3b3 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -95,6 +95,7 @@ jobs:
         pytest --verbose --tb=short --cov=. --cov-report=xml --cov-report=term
 
     - name: Upload coverage reports to Codecov with GitHub Action
+      if: ${{matrix.python-version}} == 3.12.x 
       uses: codecov/codecov-action@v5
       env:
         CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}

From d8992162405a2566b8cdcf3fda368e2013e8bcd4 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 21:59:21 +0200
Subject: [PATCH 08/15] fix: Remove PostgreSQL and Redis service definitions
 from workflow

---
 .github/workflows/pr.yml | 33 +--------------------------------
 1 file changed, 1 insertion(+), 32 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 7f0e3b3..b06e65a 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -17,33 +17,6 @@ jobs:
     strategy:
       matrix:
         python-version: [3.10.x, 3.11.x, 3.12.x]
-        postgres-version: [16-alpine, 17-alpine]
-        redis-version: [6-alpine, 7-alpine,8-alpine]
-
-    services:
-      postgres:
-        image: postgres:${{matrix.postgres-version}}
-        env:
-          POSTGRES_PASSWORD: postgres
-          POSTGRES_USER: postgres
-          POSTGRES_DB: test_backend
-        options: >-
-          --health-cmd pg_isready
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-        ports:
-          - 5432:5432
-
-      redis:
-        image: redis:${{matrix.redis-version}}
-        options: >-
-          --health-cmd "redis-cli ping"
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-        ports:
-          - 6379:6379
 
     steps:
     - name: Checkout code
@@ -95,7 +68,6 @@ jobs:
         pytest --verbose --tb=short --cov=. --cov-report=xml --cov-report=term
 
     - name: Upload coverage reports to Codecov with GitHub Action
-      if: ${{matrix.python-version}} == 3.12.x 
       uses: codecov/codecov-action@v5
       env:
         CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
@@ -112,16 +84,13 @@ jobs:
             ✅ **All tests passed successfully!**
 
             ### 📋 Summary:
-            - ✅ Django system checks passed
-            - ✅ Database migrations applied
+
             - ✅ Unit tests completed
             - ✅ Code coverage generated
 
             ### 🏗️ Build Information:
             - **Python Version**: ${{ matrix.python-version }}
             - **Django Version**: 5.2.1
-            - **Database**:  Postres ${{matrix.postgres-version}}
-            - **Cache**: Redis ${{matrix.redis-version}}
 
             ---
             *This comment was automatically generated by the CI pipeline.*`;

From c1966c7fee45b3a828f1d88edc645be288e4a887 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:07:10 +0200
Subject: [PATCH 09/15] fix: Refactor PR workflow to streamline Python setup
 and testing steps

---
 .github/workflows/pr.yml | 274 +++++++++++++++++++++++----------------
 1 file changed, 159 insertions(+), 115 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index b06e65a..9a47d0c 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -2,7 +2,7 @@ name: Pull Request Checks
 
 on:
   pull_request:
-    branches: [ main, develop ]
+    branches: [main, develop]
     types: [opened, synchronize, reopened]
 
 permissions:
@@ -12,125 +12,169 @@ permissions:
   checks: write
 
 jobs:
+  pr-check-cov:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Set up Python 3.12.x
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.12.x
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Run tests with coverage
+        run: |
+          pytest --verbose --tb=short --cov=. --cov-report=xml --cov-report=term
+
+      - name: Upload coverage reports to Codecov with GitHub Action
+        uses: codecov/codecov-action@v5
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
   pr-checks:
     runs-on: ubuntu-latest
     strategy:
       matrix:
         python-version: [3.10.x, 3.11.x, 3.12.x]
+        postgres-version: [16-alpine, 17-alpine]
+        redis-version: [6-alpine, 7-alpine, 8-alpine]
+
+    services:
+      postgres:
+        image: postgres:${{matrix.postgres-version}}
+        env:
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_USER: postgres
+          POSTGRES_DB: test_backend
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+
+      redis:
+        image: redis:${{matrix.redis-version}}
+        options: >-
+          --health-cmd "redis-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 6379:6379
 
     steps:
-    - name: Checkout code
-      uses: actions/checkout@v5
-
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
-      with:
-        python-version: ${{ matrix.python-version }}
-
-    - name: Cache pip dependencies
-      uses: actions/cache@v4
-      with:
-        path: ~/.cache/pip
-        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-        restore-keys: |
-          ${{ runner.os }}-pip-
-
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-
-    - name: Set up environment variables
-      run: |
-        echo "DJANGO_DEBUG=False" >> $GITHUB_ENV
-        echo "SECRET_KEY=test-secret-key-for-ci" >> $GITHUB_ENV
-        echo "ALLOWED_HOSTS=localhost,127.0.0.1" >> $GITHUB_ENV
-        echo "DATABASE_TYPE=pgsql" >> $GITHUB_ENV
-        echo "DATABASE_USER=postgres" >> $GITHUB_ENV
-        echo "DATABASE_PASSWORD=postgres" >> $GITHUB_ENV
-        echo "DATABASE_HOST=localhost" >> $GITHUB_ENV
-        echo "DATABASE_PORT=5432" >> $GITHUB_ENV
-        echo "DATABASE_NAME=test_backend" >> $GITHUB_ENV
-        echo "REDIS_HOST=localhost" >> $GITHUB_ENV
-        echo "REDIS_PORT=6379" >> $GITHUB_ENV
-        echo "REDIS_DB=0" >> $GITHUB_ENV
-
-    - name: Run migrations
-      run: |
-        python manage.py migrate
-
-    - name: Run Django system checks
-      run: |
-        python manage.py check
-
-    - name: Run tests with coverage
-      run: |
-        pytest --verbose --tb=short --cov=. --cov-report=xml --cov-report=term
-
-    - name: Upload coverage reports to Codecov with GitHub Action
-      uses: codecov/codecov-action@v5
-      env:
-        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-
-    - name: Comment PR with test results
-      uses: actions/github-script@v7
-      if: github.event_name == 'pull_request'
-      with:
-        github-token: ${{ secrets.GITHUB_TOKEN }}
-        script: |
-          try {
-            const comment = `## 🧪 Test Results for Python ${{ matrix.python-version }}
-
-            ✅ **All tests passed successfully!**
-
-            ### 📋 Summary:
-
-            - ✅ Unit tests completed
-            - ✅ Code coverage generated
-
-            ### 🏗️ Build Information:
-            - **Python Version**: ${{ matrix.python-version }}
-            - **Django Version**: 5.2.1
-
-            ---
-            *This comment was automatically generated by the CI pipeline.*`;
-
-            await github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: comment
-            });
-          } catch (error) {
-            console.log('Failed to post comment:', error.message);
-            // Don't fail the workflow if commenting fails
+      - name: Checkout code
+        uses: actions/checkout@v5
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Cache pip dependencies
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Set up environment variables
+        run: |
+          echo "DJANGO_DEBUG=False" >> $GITHUB_ENV
+          echo "SECRET_KEY=test-secret-key-for-ci" >> $GITHUB_ENV
+          echo "ALLOWED_HOSTS=localhost,127.0.0.1" >> $GITHUB_ENV
+          echo "DATABASE_TYPE=pgsql" >> $GITHUB_ENV
+          echo "DATABASE_USER=postgres" >> $GITHUB_ENV
+          echo "DATABASE_PASSWORD=postgres" >> $GITHUB_ENV
+          echo "DATABASE_HOST=localhost" >> $GITHUB_ENV
+          echo "DATABASE_PORT=5432" >> $GITHUB_ENV
+          echo "DATABASE_NAME=test_backend" >> $GITHUB_ENV
+          echo "REDIS_HOST=localhost" >> $GITHUB_ENV
+          echo "REDIS_PORT=6379" >> $GITHUB_ENV
+          echo "REDIS_DB=0" >> $GITHUB_ENV
+
+      - name: Run migrations
+        run: |
+          python manage.py migrate
+
+      - name: Run Django system checks
+        run: |
+          python manage.py check
+
+      - name: Run tests
+        run: |
+          pytest --verbose --tb=short
+
+      - name: Comment PR with test results
+        uses: actions/github-script@v7
+        if: github.event_name == 'pull_request'
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            try {
+              const comment = `## 🧪 Test Results for Python ${{ matrix.python-version }}
+
+              ✅ **All tests passed successfully!**
+
+              ### 📋 Summary:
+
+              - ✅ Unit tests completed
+
+              ### 🏗️ Build Information:
+              - **Python Version**: ${{ matrix.python-version }}
+              - **Django Version**: 5.2.1
+              - **Postres version**: ${{matrix.postgres-version}}
+              - **Redis version**: ${{matrix.redis-version}}
+
+              ---
+              *This comment was automatically generated by the CI pipeline.*`;
+
+              await github.rest.issues.createComment({
+                issue_number: context.issue.number,
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                body: comment
+              });
+            } catch (error) {
+              console.log('Failed to post comment:', error.message);
+              // Don't fail the workflow if commenting fails
+            }
+
+      - name: Lint with flake8
+        run: |
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
+      - name: Check code formatting with black
+        run: |
+          black --check --diff .
+
+      - name: Check import sorting with isort
+        run: |
+          isort --check-only --diff .
+
+      - name: Security scan with bandit
+        run: |
+          bandit -r . --severity-level medium
+
+      - name: Dependency security check
+        run: |
+          # Install compatible versions for safety
+          pip install "typer<0.13.0" "safety==2.4.0b2" || pip install "safety<3.0.0"
+
+          # Run safety check with fallback
+          safety check || {
+            echo "Safety check failed, trying pip-audit as fallback..."
+            pip install pip-audit
+            pip-audit --desc || echo "Dependency security scan completed with warnings"
           }
-
-    - name: Lint with flake8
-      run: |
-        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-
-    - name: Check code formatting with black
-      run: |
-        black --check --diff .
-
-    - name: Check import sorting with isort
-      run: |
-        isort --check-only --diff .
-
-    - name: Security scan with bandit
-      run: |
-        bandit -r . --severity-level medium
-
-    - name: Dependency security check
-      run: |
-        # Install compatible versions for safety
-        pip install "typer<0.13.0" "safety==2.4.0b2" || pip install "safety<3.0.0"
-
-        # Run safety check with fallback
-        safety check || {
-          echo "Safety check failed, trying pip-audit as fallback..."
-          pip install pip-audit
-          pip-audit --desc || echo "Dependency security scan completed with warnings"
-        }

From 9a3cd7b3349102a20723d8301b6675a0d35b69df Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:10:18 +0200
Subject: [PATCH 10/15] fix: Rename job for clarity and add formatting and
 security checks

---
 .github/workflows/pr.yml | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 9a47d0c..7b47581 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -33,7 +33,7 @@ jobs:
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
-  pr-checks:
+  pr-checks-tests:
     runs-on: ubuntu-latest
     strategy:
       matrix:
@@ -149,7 +149,9 @@ jobs:
               console.log('Failed to post comment:', error.message);
               // Don't fail the workflow if commenting fails
             }
-
+  pr-check-formating:
+    runs-on: ubuntu-latest
+    steps:
       - name: Lint with flake8
         run: |
           flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
@@ -162,7 +164,9 @@ jobs:
       - name: Check import sorting with isort
         run: |
           isort --check-only --diff .
-
+  pr-sec-check:
+    runs-on: ubuntu-latest
+    steps:
       - name: Security scan with bandit
         run: |
           bandit -r . --severity-level medium
@@ -178,3 +182,5 @@ jobs:
             pip install pip-audit
             pip-audit --desc || echo "Dependency security scan completed with warnings"
           }
+
+

From 90e399c9310bd32fba658c4884dc3ab6f0e3f20b Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:11:25 +0200
Subject: [PATCH 11/15] fix: Add Python setup and dependency installation to
 formatting and security check jobs

---
 .github/workflows/pr.yml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 7b47581..9e18a84 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -152,6 +152,14 @@ jobs:
   pr-check-formating:
     runs-on: ubuntu-latest
     steps:
+      - name: Set up Python 3.12.x
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.12.x
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
       - name: Lint with flake8
         run: |
           flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
@@ -167,6 +175,14 @@ jobs:
   pr-sec-check:
     runs-on: ubuntu-latest
     steps:
+      - name: Set up Python 3.12.x
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.12.x
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
       - name: Security scan with bandit
         run: |
           bandit -r . --severity-level medium

From 455d19c5427da104c9afc7df95141a95ca92f15a Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:14:11 +0200
Subject: [PATCH 12/15] fix: Add checkout step to all jobs in PR workflow

---
 .github/workflows/pr.yml | 41 ++++++----------------------------------
 1 file changed, 6 insertions(+), 35 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 9e18a84..336a1c0 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -15,6 +15,8 @@ jobs:
   pr-check-cov:
     runs-on: ubuntu-latest
     steps:
+      - name: Checkout code
+        uses: actions/checkout@v5
       - name: Set up Python 3.12.x
         uses: actions/setup-python@v5
         with:
@@ -114,44 +116,11 @@ jobs:
       - name: Run tests
         run: |
           pytest --verbose --tb=short
-
-      - name: Comment PR with test results
-        uses: actions/github-script@v7
-        if: github.event_name == 'pull_request'
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            try {
-              const comment = `## 🧪 Test Results for Python ${{ matrix.python-version }}
-
-              ✅ **All tests passed successfully!**
-
-              ### 📋 Summary:
-
-              - ✅ Unit tests completed
-
-              ### 🏗️ Build Information:
-              - **Python Version**: ${{ matrix.python-version }}
-              - **Django Version**: 5.2.1
-              - **Postres version**: ${{matrix.postgres-version}}
-              - **Redis version**: ${{matrix.redis-version}}
-
-              ---
-              *This comment was automatically generated by the CI pipeline.*`;
-
-              await github.rest.issues.createComment({
-                issue_number: context.issue.number,
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                body: comment
-              });
-            } catch (error) {
-              console.log('Failed to post comment:', error.message);
-              // Don't fail the workflow if commenting fails
-            }
   pr-check-formating:
     runs-on: ubuntu-latest
     steps:
+      - name: Checkout code
+        uses: actions/checkout@v5
       - name: Set up Python 3.12.x
         uses: actions/setup-python@v5
         with:
@@ -175,6 +144,8 @@ jobs:
   pr-sec-check:
     runs-on: ubuntu-latest
     steps:
+      - name: Checkout code
+        uses: actions/checkout@v5
       - name: Set up Python 3.12.x
         uses: actions/setup-python@v5
         with:

From f5baa9230e6ec5d1481e436b29f58bb1f44d8603 Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:22:44 +0200
Subject: [PATCH 13/15] fix: Enhance Codecov action with verbose output and CI
 failure on error

---
 .github/workflows/pr.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 336a1c0..c2ea2b7 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -34,6 +34,8 @@ jobs:
         uses: codecov/codecov-action@v5
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+          verbose: true
+          fail_ci_if_error: true 
 
   pr-checks-tests:
     runs-on: ubuntu-latest

From f57eac94bbd3a042fbd3138acfc50d55fdd594ab Mon Sep 17 00:00:00 2001
From: SecCodeSmith <admin@seccodesmith.pl>
Date: Mon, 1 Sep 2025 22:29:07 +0200
Subject: [PATCH 14/15] fix: Remove post test results comment action from CI
 workflow

---
 .github/workflows/ci.yml | 26 --------------------------
 1 file changed, 26 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5ca33e5..ec32038 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -107,32 +107,6 @@ jobs:
       run: |
         python manage.py test
 
-    - name: Post test results to PR
-      if: github.event_name == 'pull_request' && matrix.python-version == '3.11.x'
-      uses: actions/github-script@v7
-      with:
-        script: |
-          const comment = `
-          ## 🧪 Test Results (Python ${{ matrix.python-version }})
-
-          ✅ **Tests Status**: ${{ job.status }}
-
-          ### Test Summary
-          - All tests executed successfully
-          - Django system checks passed
-          - Database migrations verified
-          - Coverage report generated
-
-          📊 **Coverage Report**: Available in artifacts
-          `;
-
-          github.rest.issues.createComment({
-            issue_number: context.issue.number,
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: comment
-          });
-
   lint:
     runs-on: ubuntu-latest
     steps:

From d1ae0e4049c158f8e65f270aa53bdd0aac22dbd3 Mon Sep 17 00:00:00 2001
From: Jakub <65301188+SecCodeSmith@users.noreply.github.com>
Date: Mon, 1 Sep 2025 22:31:15 +0200
Subject: [PATCH 15/15] Update .github/workflows/pr.yml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/pr.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index c2ea2b7..44f38f0 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -42,8 +42,8 @@ jobs:
     strategy:
       matrix:
         python-version: [3.10.x, 3.11.x, 3.12.x]
-        postgres-version: [16-alpine, 17-alpine]
-        redis-version: [6-alpine, 7-alpine, 8-alpine]
+        postgres-version: [17-alpine]
+        redis-version: [8-alpine]
 
     services:
       postgres: