A grounded look at the review gates that keep AI-generated APIs usable: staged plans, granular JSON Patch cards that never overwrite your fields, read-before-edit tools, and deterministic validation.
AI across the entire API lifecycle, drafting operations from cURL or Postman, generating tests, explaining failures, with a review-and-revert model and a local-first guarantee: your file stays the source of truth.
A booking app built from one prompt can pass every visual check and still fail on time zones, double bookings, and stale cancel responses. Teams need a contract both people and tools can query, change, and verify.
