How to run tests

Backend (Kotlin)

cd backend/platform
./gradlew test                    # Unit tests
./gradlew integrationTest         # Integration tests (if configured)
./gradlew test --tests "*.SomeTest" # Specific test class

Frontend (TypeScript)

cd frontend/apps/console
pnpm test                         # Unit tests
pnpm test:watch                   # Watch mode
pnpm test -- --coverage           # With coverage

ML (Python)

cd ml
uv run pytest                     # All tests
uv run pytest tests/unit/         # Unit tests only
uv run pytest -v --tb=short       # Verbose with short tracebacks

CI behavior

CI runs all tests automatically on push/PR to main:

• Backend tests trigger on backend/** or proto/** changes
• Frontend tests trigger on frontend/** changes
• See .github/workflows/ci.yml for the full configuration

What's next

• How to add an API endpoint — End-to-end guide
• How to deploy to dev — Push to AKS