CLAUDE PROMPTING IS DEAD. HERE ARE TOP 5 FACTS YOU DIDN'T KNOW ABOUT LOOPING.
1. A prompt stops the second Claude answers. A loop keeps going until it hits a goal you set.
2. In a loop, Claude checks its own mistakes and comes back to fix them - you stop being the error-checker.
3. Spotify's chief architect said loops took their AI agent from a 20–30% success rate to ~80%. Same models. Just a loop.
4. "Make it good" doesn't work - Claude can only grade itself against a number or a checklist. Give it a measurable goal.
5. Verification is the whole game: in a real loop, broken output never ships - it loops back and gets fixed.
The future isn’t one perfect prompt.
It’s Claude improving its own work until it passes your bar.
I broke down the best Claude looping workflows below.
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