Writing

I write short, high-signal essays on AI systems, engineering strategy, product velocity, and the realities of leading technical teams.

• Harness Engineering: Coding Agent Performance Is an Environment ProblemMarch 25, 2026

  Agent output quality is not a prompting problem. It is an environment problem. Types, tests, lint rules, and feedback loops do more than any instruction file.

• Lint Rules Are Codebase Context EngineeringMarch 2, 2026

  Lint rules enforce conventions where prompt-based instructions fail. They cost zero context tokens, self-correct AI output, and scale across agents and engineers alike.