CyrilXBT|Jun 21, 2026 14:13
LOOPS EXPLAINED: WHAT ACTUALLY WORKS ACROSS CLAUDE, GPT, AND EVERY OTHER MODEL YOU'RE RUNNING.
Most people think a loop is just "run the same prompt on a schedule."
It's not. A working loop has a defined stop condition, a verification step that isn't self-report, and a clear handoff to the next step.
The difference between a loop that compounds and one that just burns tokens in circles is architecture, not the model underneath it.
Full breakdown below.(CyrilXBT)
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