Open Source

Set It Free Loop

Learning to fly ...

One step closer to fully autonomous software engineering — powered by GitHub Agentic Workflows that think, act, and iterate.

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What Makes It Different

Autonomous by Design

AI agents that don't just assist — they participate as first-class contributors in your development lifecycle.

Fully Autonomous

Agents identify work, plan approach, execute changes, and submit for review — all without manual prompting.

Continuous Loop

The loop never stops. Each iteration builds on the last, creating a compounding cycle of autonomous improvement.

Human-in-the-Loop

Autonomy with accountability. Every change goes through human review before the next cycle begins.

GitHub-Native

Built on GitHub Agentic Workflows. No external infrastructure needed. Issues, PRs, and reviews — all where your code lives.

Open Source

Fully transparent. Fork it, adapt it, extend it. Contributions welcome — the framework belongs to the community.

Zero Config

Drop workflows into your repo and go. Sensible defaults with deep customization when you need it.

The Process

How the Loop Works

Five stages. One continuous cycle. Fully autonomous with human oversight.

01
Identify
Scan for issues, gaps, and opportunities
02
Plan
Strategize the approach and scope
03
Execute
Write code, fix bugs, update docs
04
Submit
Open PRs with full context
05
Review
Human approval, then loop again

Ready to Set It Free?

Join the movement toward fully autonomous open-source development. Contributions of all kinds are welcome — code, docs, ideas, and feedback.

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