diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 83e386a..df89dfe 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -506,22 +506,39 @@ jobs:
             echo "" >> $GITHUB_STEP_SUMMARY || true
             
             if [ "$LEAK_COUNT" -gt 0 ]; then
-              echo "### Leak Details" >> $GITHUB_STEP_SUMMARY || true
+              echo "### Leak Summary Table" >> $GITHUB_STEP_SUMMARY || true
               echo "" >> $GITHUB_STEP_SUMMARY || true
-              echo "| File | Line | Rule | Description | Commit |" >> $GITHUB_STEP_SUMMARY || true
-              echo "|------|------|------|-------------|--------|" >> $GITHUB_STEP_SUMMARY || true
+              echo "| File | Line | Rule | Entropy | Commit | Author | Date |" >> $GITHUB_STEP_SUMMARY || true
+              echo "|------|------|------|---------|--------|--------|------|" >> $GITHUB_STEP_SUMMARY || true
               
-              # Extract and display leak details
-              jq -r '.[] | "| \(.File) | \(.Line) | \(.RuleID) | \(.Description // "N/A") | \(.Commit // "N/A") |"' gitleaks-report.json >> $GITHUB_STEP_SUMMARY || true
+              # Extract and display leak details in table format
+              jq -r '.[] | "| \(.File) | \(.Line) | \(.RuleID) | \(.Entropy // "N/A") | `\(.Commit[0:8])` | \(.Author // "N/A") | \(.Date // "N/A") |"' gitleaks-report.json >> $GITHUB_STEP_SUMMARY || true
               echo "" >> $GITHUB_STEP_SUMMARY || true
               
+              echo "### Detailed Findings" >> $GITHUB_STEP_SUMMARY || true
+              echo "" >> $GITHUB_STEP_SUMMARY || true
+              
+              # Display each finding with full details
+              jq -r '.[] | 
+                "#### Finding: \(.RuleID) in \(.File):\(.Line)\n" +
+                "- **File:** `\(.File)`\n" +
+                "- **Line:** \(.Line)\n" +
+                "- **Rule ID:** \(.RuleID)\n" +
+                "- **Description:** \(.Description // "N/A")\n" +
+                "- **Entropy:** \(.Entropy // "N/A")\n" +
+                "- **Commit:** `\(.Commit)`\n" +
+                "- **Author:** \(.Author // "N/A") (\(.Email // "N/A"))\n" +
+                "- **Date:** \(.Date // "N/A")\n" +
+                "- **Fingerprint:** `\(.Fingerprint // "N/A")`\n"' gitleaks-report.json >> $GITHUB_STEP_SUMMARY || true
+              
+              echo "" >> $GITHUB_STEP_SUMMARY || true
               echo "### Full Report (JSON)" >> $GITHUB_STEP_SUMMARY || true
               echo '```json' >> $GITHUB_STEP_SUMMARY || true
               cat gitleaks-report.json >> $GITHUB_STEP_SUMMARY || true
               echo '```' >> $GITHUB_STEP_SUMMARY || true
               
               echo "" >> $GITHUB_STEP_SUMMARY || true
-              echo "⚠️ **Action Required:** Review and remove the secrets found above." >> $GITHUB_STEP_SUMMARY || true
+              echo "⚠️ **Action Required:** Review and remove the secrets found above. Secrets should be removed from the codebase and rotated if they were ever exposed." >> $GITHUB_STEP_SUMMARY || true
             else
               echo "✅ No secrets detected!" >> $GITHUB_STEP_SUMMARY || true
             fi
@@ -595,22 +612,36 @@ jobs:
     steps:
       - name: Generate workflow summary
         run: |
-          echo "## 🔍 CI Workflow Summary" >> $GITHUB_STEP_SUMMARY || true
-          echo "" >> $GITHUB_STEP_SUMMARY || true
-          echo "### Job Results" >> $GITHUB_STEP_SUMMARY || true
-          echo "" >> $GITHUB_STEP_SUMMARY || true
-          echo "| Job | Status |" >> $GITHUB_STEP_SUMMARY || true
-          echo "|-----|--------|" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 📝 Lint & Type Check | ${{ needs.lint-and-type-check.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 🐍 Python Lint | ${{ needs.python-lint.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 🧪 Backend Tests | ${{ needs.test-backend.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 🏗️ Build | ${{ needs.build.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 🔐 Secret Scanning | ${{ needs.secret-scanning.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 📦 Dependency Scan | ${{ needs.dependency-scan.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "| 🔍 SAST Scan | ${{ needs.sast-scan.result }} |" >> $GITHUB_STEP_SUMMARY || true
-          echo "" >> $GITHUB_STEP_SUMMARY || true
-          echo "### 📊 Summary" >> $GITHUB_STEP_SUMMARY || true
-          echo "" >> $GITHUB_STEP_SUMMARY || true
-          echo "All security and validation checks have completed." >> $GITHUB_STEP_SUMMARY || true
+          {
+            echo "## 🔍 CI Workflow Summary"
+            echo ""
+            echo "This table gives a **plain-English overview** of what ran in this pipeline and whether it passed."
+            echo ""
+            echo "### Job Results"
+            echo ""
+            echo "| Job | What it does | Status |"
+            echo "|-----|--------------|--------|"
+            echo "| 📝 Lint & Type Check | Runs ESLint on the admin UI and TypeScript type-checks the viewer UI | ${{ needs.lint-and-type-check.result }} |"
+            echo "| 🐍 Python Lint | Runs Python style and syntax checks over the backend | ${{ needs.python-lint.result }} |"
+            echo "| 🧪 Backend Tests | Runs \`pytest tests/ -v\` against the FastAPI backend (with coverage) | ${{ needs.test-backend.result }} |"
+            echo "| 🏗️ Build | Builds the admin frontend (Vite) and viewer frontend (Next.js) | ${{ needs.build.result }} |"
+            echo "| 🔐 Secret Scanning | Uses Gitleaks to look for committed secrets | ${{ needs.secret-scanning.result }} |"
+            echo "| 📦 Dependency Scan | Uses Trivy to scan dependencies for HIGH/CRITICAL vulns | ${{ needs.dependency-scan.result }} |"
+            echo "| 🔍 SAST Scan | Uses Semgrep to look for insecure code patterns | ${{ needs.sast-scan.result }} |"
+            echo ""
+            echo "Legend for the **Status** column:"
+            echo "- \`success\`: job finished and all checks/tests passed."
+            echo "- \`failure\`: job ran but one or more checks/tests failed (see that job's log)."
+            echo "- \`cancelled\`: job was stopped before finishing."
+            echo "- \`skipped\`: job did not run, usually because CI was skipped for this commit."
+            echo ""
+            echo "### 📊 How to read the backend test results"
+            echo ""
+            echo "- The **Backend Tests** row tells you if the test run as a whole passed or failed."
+            echo "- To see which specific tests failed or how they ran:"
+            echo "  1. Open the **test-backend** job in this workflow run."
+            echo "  2. Look at the **Run backend tests** step to see the \`pytest -v\` output."
+            echo "  3. For local debugging, run \`pytest tests/ -v\` in your dev environment."
+          } >> \"${GITHUB_STEP_SUMMARY:-/dev/stdout}\"
         continue-on-error: true
 
diff --git a/backend/api/auth.py b/backend/api/auth.py
index 62c2715..0b219df 100644
--- a/backend/api/auth.py
+++ b/backend/api/auth.py
@@ -3,6 +3,7 @@
 from __future__ import annotations
 
 import os
+import uuid
 from datetime import datetime, timedelta
 from typing import Annotated
 
@@ -87,7 +88,7 @@ def create_access_token(data: dict, expires_delta: timedelta) -> str:
     """Create JWT access token."""
     to_encode = data.copy()
     expire = datetime.utcnow() + expires_delta
-    to_encode.update({"exp": expire})
+    to_encode.update({"exp": expire, "jti": str(uuid.uuid4())})
     return jwt.encode(to_encode, SECRET_KEY, algorithm=ALGORITHM)
 
 
@@ -95,7 +96,7 @@ def create_refresh_token(data: dict) -> str:
     """Create JWT refresh token."""
     to_encode = data.copy()
     expire = datetime.utcnow() + timedelta(days=REFRESH_TOKEN_EXPIRE_DAYS)
-    to_encode.update({"exp": expire, "type": "refresh"})
+    to_encode.update({"exp": expire, "type": "refresh", "jti": str(uuid.uuid4())})
     return jwt.encode(to_encode, SECRET_KEY, algorithm=ALGORITHM)
 
 
diff --git a/tests/test_api_auth.py b/tests/test_api_auth.py
index b9fd8f6..42adcd3 100644
--- a/tests/test_api_auth.py
+++ b/tests/test_api_auth.py
@@ -126,7 +126,7 @@ class TestTokenRefresh:
     """Test token refresh endpoint."""
 
     def test_refresh_token_success(
-        self, test_client: TestClient, auth_token: str
+        self, test_client: TestClient
     ):
         """Verify successful token refresh."""
         # Get refresh token from login
@@ -134,7 +134,10 @@ class TestTokenRefresh:
             "/api/v1/auth/login",
             json={"username": "testadmin", "password": "testpass"}
         )
-        refresh_token = login_response.json()["refresh_token"]
+        assert login_response.status_code == 200
+        login_data = login_response.json()
+        initial_access_token = login_data["access_token"]
+        refresh_token = login_data["refresh_token"]
         
         # Use refresh token to get new access token
         response = test_client.post(
@@ -146,7 +149,7 @@ class TestTokenRefresh:
         data = response.json()
         assert "access_token" in data
         assert "refresh_token" in data
-        assert data["access_token"] != auth_token  # Should be different token
+        assert data["access_token"] != initial_access_token  # Should be different token
 
     def test_refresh_token_with_invalid_token(self, test_client: TestClient):
         """Verify 401 with invalid refresh token."""