SWARMFORGE

SWARMFORGE is an agentic CI/CD gate that reviews a committed or working-tree diff, fixes confirmed findings in isolated sandboxes, re-reviews the result, and requires deterministic repository checks before publishing a PR. This tool works with OpenAI Codex/GPT, OpenRouter, local models, and Claude Code, allowing for flexible integration with various AI models. In practice, SWARMFORGE can be used locally before a commit or through a GitHub Action on a pull request. It features a Linear-backed autonomous daemon, notifications, and long-term repository memory, which are optional but enhance functionality. The tool has been verified on real GitHub issues, demonstrating its effectiveness in solving software engineering challenges with a hybrid model that combines lightweight and frontier models for cost-efficient performance. SWARMFORGE suits developers looking for a robust CI/CD solution that integrates AI capabilities for code review and verification. Its ability to learn from repository interactions over time makes it a valuable asset for teams aiming to improve their development workflows.