The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production.

Note: uvx pywho is not recommended — it runs inside uv's ephemeral sandbox, so the output reflects that temporary environment instead of your actual project. Always install pywho into the environment ...