Applied AI·Production patterns and cost
the prompt sits in version control, gets reviewed, is gated by the eval suite, and can be rolled back like any other deploy.
Prompt and configuration versioning
Draft summary, pending review
Prompts, model choices and parameters versioned, reviewed and deployed like code, with the eval suite as the release gate and rollback as the safety net. The operational spine of everything in section 8.