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Definition

Loop Engineering

Loop Engineering is the practice of designing, optimizing, and securing autonomous agent execution loops. In agentic AI, this involves structuring the iteration cycle—such as prompt loops, self-correction runs, and human-in-the-loop triggers—to minimize infinite recursion and maximize successful task execution.

Frequently Asked Questions

What is an infinite loop risk in Agentic AI?

When an agent continuously runs the same commands or edits the same files repeatedly without making progress. Loop engineering prevents this with state checks and limits.

Why is human-in-the-loop (HITL) important?

It allows agents to seek confirmation for high-risk actions (e.g. server deployment or payments) before executing them.

Quick Facts

  • CategoryAgentic Systems
  • Key ApplicationAutonomous coding workflows and self-healing systems

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