Best-fit situations
- A team uses Claude Code for feature work, refactors, or test repair.
- A reviewer needs to know whether Claude Code touched authentication, payment, or customer-data paths.
- An outsourcing company wants a client-safe explanation of AI coding boundaries.
- A team needs a rollback package when an AI-assisted PR causes a production issue.