#ai coding
AI Code Check — Review Agent-Written Code Before You Merge
Review code an AI agent wrote before you merge it: does it match the request, what did it invent or change outside scope, which tests are real, and what to verify by hand.
Nigel Yoshida
Project Rules File — A CLAUDE.md or AGENTS.md for Your Repo
Write a rules file that gives AI coding agents the context they keep missing: stack, commands, structure, conventions and the things they must never do, kept short enough to actually be read.
Nigel Yoshida
Codebase Tour — Get Oriented in an Unfamiliar Repo
Get oriented in a codebase you didn't write: what it does, how it's organized, how a request flows through it, where to make common changes and the risky areas to avoid on day one.
Nigel Yoshida
Coding Agent Brief — A Task Claude Code or Cursor Can Finish
Turn a vague coding task into a brief an AI coding agent can finish without drifting: current state, desired state, files in scope, constraints, acceptance checks and when to stop and ask.
Nigel Yoshida