Author: Nathan

  • A consistent coding framework is what makes 100 developers behave like one team

    A framework is a core set of classes, the conventions around them, and someone enforcing both. Its product is that every team's code has the same shape, so anyone can review anyone's work and the next platform change is three edits, not every class. That only holds if someone owns it.

    10,000 m to 300 m. Architecture, 10 minute read.

  • Your AI code reviewer still needs a linter

    A linter is a smoke alarm and an LLM is a building inspector. Keep linting as the deterministic gate (security rules on every touched file, everything else on changed lines) and let the model review intent and suggest repairs that go back through the same gate.

    3,000 m to 300 m. AI and agents, 10 minute read.