Authors JUnit 5 unit and integration tests (including parameterized and Testcontainers-backed tests) to the coverage bar, asserting real behaviour rather than placeholders. Use when adding tests for new code, raising coverage, or writing integration tests. Do NOT use to generate production code or to stub tests that only assert true.