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The Rise of AI Agent Loops: Moving Beyond Direct Prompting

By

Armin Ronacher

23h ago· 14 min readenInsight

Summary

The article discusses a shift in how developers are building on top of coding agents (like Claude). Instead of directly prompting AI, developers are creating "loops" — automated systems where work is queued, a machine picks it up, attempts it, stops, and a harness decides if the output was successful. The author observes this pattern emerging across different platforms (including Pi) and argues that this represents a meaningful evolution beyond simple AI prompting. The piece explores why even skeptics of this loop-based approach may eventually adopt it.

Source

Hacker NewsThe Rise of AI Agent Loops: Moving Beyond Direct Promptinglucumr.pocoo.org

Key quotes

· 3 pulled
I don't prompt Claude anymore. I have loops running that prompt Claude and figuring out what to do. My job is to write loops.
Work is put into a queue of sorts, a machine picks it up, attempts it, stops, and then some harness decides whether that was actually
Over the last months I have watched more and more people build something on top of coding agents that feels meaningfully different from just using a coding agent.
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Loops, harnesses, and why even loop skeptics may end up with them.

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