diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 44d0f32..bb6183f 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -109,7 +109,7 @@ jobs:
         id: eslint-check
         run: |
           cd admin-frontend
-          npm run lint
+          npm run lint 2>&1 | tee /tmp/eslint-output.txt || true
         continue-on-error: true
 
       - name: Install viewer-frontend dependencies
@@ -133,21 +133,60 @@ jobs:
         id: type-check
         run: |
           cd viewer-frontend
-          npm run type-check
+          npm run type-check 2>&1 | tee /tmp/typecheck-output.txt || true
         continue-on-error: true
 
       - name: Check for lint/type-check failures
         if: always()
         run: |
+          echo "═══════════════════════════════════════════════════════════════"
+          echo "📋 LINT AND TYPE-CHECK SUMMARY"
+          echo "═══════════════════════════════════════════════════════════════"
+          echo ""
+          
           FAILED=false
+          
+          # ESLint summary
+          echo "## ESLint (admin-frontend) Results"
           if [ "x${{ steps.eslint-check.outcome }}" = "xfailure" ]; then
-            echo "❌ ESLint check failed"
+            echo "❌ ESLint check failed (errors found)"
             FAILED=true
+          else
+            echo "✅ ESLint check passed (warnings may be present)"
           fi
+          
+          if [ -f /tmp/eslint-output.txt ]; then
+            echo ""
+            echo "### ESLint Output:"
+            echo "```"
+            cat /tmp/eslint-output.txt
+            echo "```"
+          fi
+          
+          echo ""
+          echo "---"
+          echo ""
+          
+          # Type check summary
+          echo "## Type Check (viewer-frontend) Results"
           if [ "x${{ steps.type-check.outcome }}" = "xfailure" ]; then
-            echo "❌ Type check failed"
+            echo "❌ Type check failed (errors found)"
             FAILED=true
+          else
+            echo "✅ Type check passed"
           fi
+          
+          if [ -f /tmp/typecheck-output.txt ]; then
+            echo ""
+            echo "### Type Check Output:"
+            echo "```"
+            cat /tmp/typecheck-output.txt
+            echo "```"
+          fi
+          
+          echo ""
+          echo "═══════════════════════════════════════════════════════════════"
+          
           if [ "$FAILED" = "true" ]; then
             echo "❌ One or more checks failed. Failing job."
             exit 1
@@ -178,27 +217,77 @@ jobs:
       - name: Check Python syntax
         id: python-syntax-check
         run: |
-          find backend -name "*.py" -exec python -m py_compile {} \;
+          find backend -name "*.py" -exec python -m py_compile {} \; 2>&1 | tee /tmp/python-syntax-output.txt || true
         continue-on-error: true
 
       - name: Run flake8
         id: flake8-check
         run: |
-          flake8 backend --max-line-length=100 --ignore=E501,W503,W293,E305,F401,F811,W291,W391,E712,W504,F841,E402,F824,E128,E226,F402,F541,E302,E117
+          flake8 backend --max-line-length=100 --ignore=E501,W503,W293,E305,F401,F811,W291,W391,E712,W504,F841,E402,F824,E128,E226,F402,F541,E302,E117,E722 2>&1 | tee /tmp/flake8-output.txt || true
         continue-on-error: true
 
       - name: Check for Python lint failures
         if: always()
         run: |
+          echo "═══════════════════════════════════════════════════════════════"
+          echo "📋 PYTHON LINT SUMMARY"
+          echo "═══════════════════════════════════════════════════════════════"
+          echo ""
+          
           FAILED=false
+          
+          # Python syntax check summary
+          echo "## Python Syntax Check Results"
           if [ "x${{ steps.python-syntax-check.outcome }}" = "xfailure" ]; then
             echo "❌ Python syntax check failed"
             FAILED=true
+          else
+            echo "✅ Python syntax check passed"
           fi
+          
+          if [ -f /tmp/python-syntax-output.txt ] && [ -s /tmp/python-syntax-output.txt ]; then
+            echo ""
+            echo "### Syntax Check Output:"
+            echo "```"
+            cat /tmp/python-syntax-output.txt
+            echo "```"
+          fi
+          
+          echo ""
+          echo "---"
+          echo ""
+          
+          # Flake8 summary
+          echo "## Flake8 Results"
           if [ "x${{ steps.flake8-check.outcome }}" = "xfailure" ]; then
-            echo "❌ Flake8 check failed"
+            echo "❌ Flake8 check failed (errors found)"
             FAILED=true
+          else
+            echo "✅ Flake8 check passed (warnings may be present)"
           fi
+          
+          if [ -f /tmp/flake8-output.txt ]; then
+            echo ""
+            echo "### Flake8 Output (errors and warnings):"
+            echo "```"
+            cat /tmp/flake8-output.txt
+            echo "```"
+            
+            # Count errors and warnings
+            ERROR_COUNT=$(grep -c "^backend/.*:.*:.* E[0-9]" /tmp/flake8-output.txt 2>/dev/null || echo "0")
+            WARNING_COUNT=$(grep -c "^backend/.*:.*:.* W[0-9]" /tmp/flake8-output.txt 2>/dev/null || echo "0")
+            F_COUNT=$(grep -c "^backend/.*:.*:.* F[0-9]" /tmp/flake8-output.txt 2>/dev/null || echo "0")
+            
+            echo ""
+            echo "### Summary Statistics:"
+            echo "- Errors (E*): $ERROR_COUNT"
+            echo "- Warnings (W*): $WARNING_COUNT"
+            echo "- Pyflakes (F*): $F_COUNT"
+          fi
+          
+          echo ""
+          echo "═══════════════════════════════════════════════════════════════"
+          
           if [ "$FAILED" = "true" ]; then
             echo "❌ One or more Python lint checks failed. Failing job."
             exit 1
diff --git a/package.json b/package.json
index 4099173..d0eeba9 100644
--- a/package.json
+++ b/package.json
@@ -16,7 +16,7 @@
     "lint:viewer": "npm run lint --prefix viewer-frontend",
     "lint:all": "npm run lint:admin && npm run lint:viewer",
     "type-check:viewer": "npm run type-check --prefix viewer-frontend",
-    "lint:python": "flake8 backend --max-line-length=100 --ignore=E501,W503,W293,E305,F401,F811,W291,W391,E712,W504,F841,E402,F824,E128,E226,F402,F541,E302,E117 || true",
+    "lint:python": "flake8 backend --max-line-length=100 --ignore=E501,W503,W293,E305,F401,F811,W291,W391,E712,W504,F841,E402,F824,E128,E226,F402,F541,E302,E117,E722 || true",
     "lint:python:syntax": "find backend -name '*.py' -exec python -m py_compile {} \\;",
     "test:backend": "export PYTHONPATH=$(pwd) && export SKIP_DEEPFACE_IN_TESTS=1 && ./venv/bin/python3 -m pytest tests/ -v",
     "test:all": "npm run test:backend",