AI-DLC and Workbench

AI-DLC defines stages, exits, claims, evidence boundaries and human decisions. Workbench operationalizes them through repository understanding, specifications, plans, bounded execution, review, gates and retained artifacts.

Workbench recommends. Named people decide.