Insights on AI, software development, and building better digital products

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.

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.
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