Intel / post

Every time I do a Gauntlet Loop I end up with a total mess and chaos of unperfor

Source: levelsio
Author: levelsio
Date: Published Aug 5, 2026

Terms in this piece · Glossary

AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

Why it matters

A concrete cost and failure mode for the fully autonomous 'loop it overnight' pattern, from someone who ran it repeatedly against shipping products and had to revert nearly all of it.

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