#engineeringpractice

Technical due diligence before a rewrite: a structured 2-hour audit method covering architecture, security, debt, and cost range. What to expect.

Keep an AI agent inside your codebase conventions: CLAUDE.md structure, system prompts, mid-session stop prompts, and where lint rules beat text…

AI coding widens the gap between senior and junior developers — it amplifies existing skill. Why the democratization narrative misleads, and what actually…

AI coding workflow for senior developers: what to delegate freely, what to scrutinize, what never to hand off, and the signals that mean stop immediately.