Blog
Insights on AI, software development, and building better digital products
Your AI Tooling Needs Maintenance Too
The .claude/ directory drifts just like production code. Here's how a dedicated folder manager agent keeps your AI tooling configuration clean and working.
Terrance MacGregor
The API Agent That Enforces What Developers Forget Under Pressure
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.
Terrance MacGregor
Giving the Frontend Its Own Lane
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.
Terrance MacGregor
We Built an Agent That Runs Our Entire Sprint While We Sleep
Sprint execution is project management with a keyboard. Here's how a sprint-runner agent handles every ticket end-to-end — no human in the loop.
Terrance MacGregor
Why We Put Every Database Migration Behind Its Own Agent
Schema changes are where features go wrong. Here's how isolating database work behind a dedicated agent eliminated a whole class of deployment failures.
Terrance MacGregorWe Stopped Writing Tests After the Fact. Here's What We Do Instead.
Tests written after a feature ships are just documentation. Here's how we made testing parallel with implementation using a dedicated test agent.
Terrance MacGregor