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Insights on AI, software development, and building better digital products
Stop Building on Shifting Sand: Lock Your Object Model Before AI Touches It
AI-assisted projects turn to slop when there's no foundation. Lock two files — a plain-English object definition and a derived data model — and AI has to build on rock instead of shifting sand.
We Gave Every AI Agent a Job Title: It Changed Everything
We broke AI agents into domain-specific subagents with explicit ownership of routes, types, and business rules. The codebase got better overnight.
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
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.
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