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What is Loop engineering?

Also called: Designing loops, agent loops

Loop engineering means designing a process that starts an AI agent, checks its result and keeps going until a checkable goal is met, instead of prompting every step yourself.

Example

Instead of typing “fix the error” ten times, you define: run the tests, fix the error, test again, five rounds at most.

For pros

A loop has a trigger, a goal, a check (test, checklist, source or person), a stop condition, a budget and memory between rounds. Every round uses compute. Without a round limit and a real check you risk endless loops and reported successes nobody verified. A person should approve steps with consequences.

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Sources: ibm.com, addyosmani.com · Checked on 22 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.