Because AI generates tests concurrently with feature code, our typical projects maintain >80% automated coverage from sprint 1. Below is a real (anonymized) output snippet from our CI/CD pipeline using Vitest/Jest for a backend Node.js API.
$ vitest run --coverage
✓ src/routes/auth.test.ts (48 tests)
✓ src/routes/jobs.test.ts (85 tests)
✓ src/middleware/rbac.test.ts (24 tests)
✓ src/services/database.test.ts (30 tests)
-------------------------|---------|----------|---------|---------|-------------------
File | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s
-------------------------|---------|----------|---------|---------|-------------------
All files | 87.42 | 81.20 | 92.05 | 88.11 |
src/ | 82.14 | 75.00 | 88.88 | 83.33 |
server.ts | 82.14 | 75.00 | 88.88 | 83.33 | 42-45
src/middleware/ | 100 | 100 | 100 | 100 |
rbac.ts | 100 | 100 | 100 | 100 |
src/routes/ | 94.50 | 88.30 | 100 | 95.00 |
auth.ts | 100 | 100 | 100 | 100 |
jobs.ts | 91.20 | 84.50 | 100 | 91.50 | 112,145-148
src/services/ | 80.00 | 71.40 | 85.70 | 81.00 |
database.ts | 80.00 | 71.40 | 85.70 | 81.00 | 88-91
-------------------------|---------|----------|---------|---------|-------------------
Test Files 14 passed (14)
Tests 187 passed (187)
Start at 14:32:15
Duration 4.12s
✓ src/routes/auth.test.ts (48 tests)
✓ src/routes/jobs.test.ts (85 tests)
✓ src/middleware/rbac.test.ts (24 tests)
✓ src/services/database.test.ts (30 tests)
-------------------------|---------|----------|---------|---------|-------------------
File | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s
-------------------------|---------|----------|---------|---------|-------------------
All files | 87.42 | 81.20 | 92.05 | 88.11 |
src/ | 82.14 | 75.00 | 88.88 | 83.33 |
server.ts | 82.14 | 75.00 | 88.88 | 83.33 | 42-45
src/middleware/ | 100 | 100 | 100 | 100 |
rbac.ts | 100 | 100 | 100 | 100 |
src/routes/ | 94.50 | 88.30 | 100 | 95.00 |
auth.ts | 100 | 100 | 100 | 100 |
jobs.ts | 91.20 | 84.50 | 100 | 91.50 | 112,145-148
src/services/ | 80.00 | 71.40 | 85.70 | 81.00 |
database.ts | 80.00 | 71.40 | 85.70 | 81.00 | 88-91
-------------------------|---------|----------|---------|---------|-------------------
Test Files 14 passed (14)
Tests 187 passed (187)
Start at 14:32:15
Duration 4.12s
SAST/DAST Security Scanning
Prior to human review, all Pull Requests trigger automated SAST (Static Application Security Testing) scanning via SonarQube or similar enterprise tools. We enforce a severe policy: zero High or Critical vulnerabilities are allowed into the staging branch.