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Introduction

The Set It Free Loop is a framework for building fully autonomous agentic workflows that contribute to open-source software development with minimal human intervention.

Origin

Section titled “Origin”

The concept was coined by Franz Hemmer in February 2026, inspired by a post from Peter Steinberger and a response from Scott Hanselman that referenced a GitHub Agentic Workflows framework. This sparked the pursuit of a loop where AI agents autonomously:

  1. Identify work to be done (issues, improvements, documentation gaps)
  2. Plan the approach
  3. Execute the changes
  4. Submit for review
  5. Loop — repeat

The Name

Section titled “The Name”

Set it free. Let it work. Review. Loop.

The phrase captures the core philosophy: trust the agent with autonomy, but maintain a review checkpoint before the next iteration.

How It Works

Section titled “How It Works”

The Set It Free Loop leverages GitHub Actions as its execution backbone, enabling AI agents to run as first-class participants in the software development lifecycle.

More detailed documentation is coming soon — this site is auto-updated from the mother repository.