How to Make Claude Code Better Every Time You Use It
by kieran-klaassen, peter-yang
The simplest form of compound engineering is telling Claude to update CLAUDE.md after every mistake — but the full four-step loop (Plan, Work, Assess, Compound) with specialized sub-agents turns each development cycle into a training run for the next.