Testing

Run the lightweight local gate:

make check

Run the test suite:

make test

Write coverage reports:

make cov

The unit suite should focus on pure logic and mock external boundaries. Real render/transcription checks need video files, CUDA, FFmpeg, and Ollama, so they are better treated as manual or integration runs.