Loop Engineering: Why AI Agents Can Now Iterate Effectively

Loop engineering automates the generate-verify-retry cycle for AI agents, but earlier models failed due to small context windows and inconsistency. Modern models with larger contexts, better consistency, and tool use enable reliable self-correction. The author demonstrates with a palindrome checker that two iterations suffice to fix edge cases.