The engineers behind Claude Code just published a 5-page PDF on loop engineering for LLM code

They run the model through 5 loops: compile errors, static analysis, tests, fixes, and reruns

Every pass makes the code cleaner

Not prompt tricks

Not vibe coding

A real workflow you can drop into your own setup today

The whole thing is written step by step

Read it, then check the article below

Worth every second