Code provenance

Attesting at commit granularity which changes were model-generated versus human-authored, so review effort and sign-off gates can be routed at the AI-written code.

grounded in: Trend theme 'AI-written, human-reviewed code: provenance and review gates... code generated by models but explicitly checkpointed for human sign-off', plus this repo's honest-commit-message doctrine a

Connected concepts

Content provenance & trust, AI content disclosure, AI diff review, Human-in-the-loop, Keep quality left