The Rise of AI Agent Loops: Moving Beyond Direct Prompting
By
Armin Ronacher
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
Key quotes
· 3 pulledI 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.
You might also wanna read
AI coding shifts from prompts to loops, making verification the key challenge for engineering teams
The article discusses a paradigm shift in AI-assisted software development, moving from individual prompt engineering to designing "loops" t
bit.ly·9d agoBuilding a Software Factory with Claude Code: From AI-Assisted Coding to Agentic Development
This article provides a comprehensive guide on building a software factory using Claude Code and other AI coding tools. It covers the evolut
Loop Engineering: Building Reliable AI Agents Through Stacked Loops and LangChain Instrumentation
This article explores the concept of "loop engineering" in building reliable AI agents. It explains that while the core agent algorithm is s
How AI Changed My Software Development Workflow: From Cursor to Claude Code
The author describes a personal shift in software development workflow over the past two months, moving from using Cursor to primarily using

AI's Impact on Software Engineering: Evolution or Replacement?
The article explores the complex relationship between AI tools like ChatGPT and software engineering, examining whether AI represents the en
Autonomous Long-Running Coding Agents: The Shift from Prompting to Control Systems
The article discusses the evolution of autonomous coding agents from simple prompting systems to sophisticated control systems. The key insi
Comments
Sign in to join the conversation.
No comments yet. Be the first.
