
The .claude/ directory drifts just like production code. Here's how a dedicated folder manager agent keeps your AI tooling configuration clean and working.

Under deadline pressure, API routes accumulate bad habits. Here's how a dedicated agent enforces REST standards, Zod validation, and permission checks on every route, every time.

The frontend is always last and always rushed. Here's how a dedicated frontend agent with a fixed execution order eliminated merge conflicts and built UI against stable contracts.

Sprint execution is project management with a keyboard. Here's how a sprint-runner agent handles every ticket end-to-end โ no human in the loop.

Schema changes are where features go wrong. Here's how isolating database work behind a dedicated agent eliminated a whole class of deployment failures.
Tests written after a feature ships are just documentation. Here's how we made testing parallel with implementation using a dedicated test agent.