Evolve Loop
CI/CD for AI-written code with adversarial review and structural safety gates
Visit mickeyyaya.github.io ↗What is Evolve Loop?
Evolve Loop is an autonomous pipeline that manages code written by AI agents, deciding what is safe to merge. It accepts a goal like "add dark mode" or "harden auth," then plans, writes, and adversarially reviews the changes across multiple cycles. A separate AI audits the builder's work, and deterministic checks gate what ships.
The system learns from failures, storing them as durable lessons for future phases. Over 1,300 autonomous cycles have been completed. It supports multiple AI models and CLIs, including Claude Code, and is available as Apache-2.0 open source. The maker built it using Claude Code and Gemini.
Momentum
Daily activity over the last 30 days: upvotes, unique visits, new GitHub stars and Hacker News points.
How do we know it's vibe coded?
vibetrend discovered Evolve Loop automatically. Evidence: GitHub mickeyyaya/evolve-loop; repo has .claude, AGENTS.md, CLAUDE.md. View source.
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