API test automation — generate REST/GraphQL/gRPC endpoint tests, contract tests (Pact), schema validation, load tests (k6/Locust), and mock servers (MSW/WireMock)
Backend test automation — generate unit, integration, DB, queue, worker, and contract tests for Java, Python, Go, Rust, TypeScript backends
Frontend test automation — generate component tests, E2E browser tests, visual regression, accessibility audits, hook/composable tests for React, Vue, Svelte, Angular
Test orchestrator — generate unit/integration/E2E tests, analyze coverage, diagnose flaky tests, design test strategy. Routes to /test-backend, /test-frontend, /test-api for specialized automation.
API design and management — design endpoints, detect breaking changes, validate specs, generate mock servers and clients
Authentication and authorization — design auth flows, JWT setup, RBAC models, OAuth integration, session management
Data modeling — design schemas, plan migrations, review entity relationships, generate seed data, optimize queries
Pre-push feature validation — generate missing tests, lint, type-check, and build verification