How to audit a coding agent's plan before it writes code
Claude Code plan mode only helps if you audit the plan. Four questions that catch extra scope, missing decisions and missing verification before any code.
Plan before code · · 7 min read
Nexir Lab Guides
Coding agent guides for frontend developers
Practical guides on giving a coding agent direction, auditing its plan and proving the result. Written from real work in React and Angular repositories, not from a prompt list.
Your coding agent got it wrong. Which kind of wrong?
When a coding agent keeps breaking code, “fix it” rarely helps. Name the error class first: goal, direction, execution, verification or environment.
Recovering control · · 5 min read
How to review AI-generated code in a React or Angular app
How to review AI-generated code against evidence, not the agent's summary: an evidence ladder and a risk-based checklist for React and Angular developers.
Confirm the result · · 5 min read