KnightShift

Most developers start disciplined with AI prompting, then drift back to one-liners — and pay for it with wrong assumptions, unwanted edits, and endless back-and-forth. This post breaks down two low-friction habits that actually stick: making the AI ask clarifying questions first, and always starting with a plan before any code gets written.

Key insights on Module Federation in Next.js: what actually works, what doesn't, and when MFE makes sense. Covers server component limitations, auth challenges, and practical alternatives worth considering.