The Self-Improving Agent Loop

My current loop (It changes every week or so) 1. Run the app. Discover issues. Have an agent diagnose and add issues to issues.md. 2. Have agent fix issues.md. 3. Have agent audit the fixes. 4. Have agent repair what it did wrong. 5. Go to 1. Or something roughly like that. What is the coolest app you’ve built with this loop? unclebob/swarm- forge A simple tool for coordinating several AI agents. CLEAN CODE GitHub - unclebob/swarm-forge: A simple tool...

A screenshot of a social media thread shows Uncle Bob Martin describing a recurring loop where AI agents discover issues, fix them, audit the fixes, and repair their own mistakes. When asked what app he built with the loop, he replies with a GitHub project for coordinating several AI agents, making the joke a self-referential example of the automation loop. tags: [

• @gentoomemes / 21776 2026-08-25