What is Infinite Loop?
Infinite loop occurs when an AI coding agent gets stuck in a cycle, repeatedly attempting the same failed approach without making progress. The agent may retry the same fix, re-run failing commands, or oscillate between two broken states, burning compute credits and developer time.
Frequently Asked Questions
What is infinite loop in AI coding agents?
Infinite loop occurs when an AI coding agent gets stuck in a cycle, repeatedly attempting the same failed approach without making progress. The agent may retry the same fix, re-run failing commands, or oscillate between two broken states, burning compute credits and developer time.
Which AI agent has the most infinite loop failures?
Based on 4 documented incidents, Devin has the most infinite loop failures with 2 incidents, followed by Cursor with 1.
All Infinite Loop Incidents
Devin CI workflow caused 836-comment spam storm on single PR
A Devin PR to migrate a project to GitHub Container Registry on arnaudlh/rover generated 836 comments — overwhelmingly automated CI feedback loops and Devin auto-responses. The PR ...
Cursor entered infinite edit loop burning $200 in API costs
While fixing a CSS layout issue, Cursor Agent got stuck in a loop: it would edit a Tailwind class, see the lint warning about the previous class it removed, re-add it, see the orig...
AutoGPT spent $450 on API calls trying to build a todo app
Given the task 'build a todo app', AutoGPT entered a planning loop where it kept generating increasingly detailed specifications, architecture documents, and technology comparisons...
Devin repeatedly submitted identical docs PRs that kept getting rejected
Devin submitted 5 nearly identical PRs to hailbee/datastack-docs-drift-demo, each titled "fix: update docs to match current API behavior." Each was closed without merge, but Devin ...