Grounds implementation choices in a framework's actual official docs instead of stale training-data patterns.
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Guides stable API, module-boundary, and contract design for REST/GraphQL endpoints and frontend-backend interfaces.
Sets up or edits build/deploy pipelines, quality gates, and CI test runners.
Reviews code across multiple quality dimensions before it merges, whether written by a human or another agent.
Refactors working-but-overcomplicated code for clarity without changing its behavior.
Tunes an agent's rules files and session context when starting work, switching tasks, or when output quality drops.
Plans removing old systems/APIs and migrating users off them, including the maintain-vs-sunset call.