Cole Medin demos an AI "Dark Factory" that writes, reviews, and deploys its own code
Cole Medin is building a fully autonomous AI coding pipeline called the "Dark Factory" — powered by his open-source tool Archon — where AI agents write, review, merge, and deploy code with zero human code review.
Score breakdown
Developers building agentic coding pipelines can study Medin's Archon-based YAML workflow approach as a concrete, open-source reference for end-to-end autonomous software development — from issue triage to production deployment.
- 01Cole Medin is building the "Dark Factory": an AI pipeline where AI agents write, review, merge, and deploy all code with no human code review.
- 02The factory is powered by Archon, Medin's open-source AI coding orchestration platform that packages AI coding processes into YAML workflows.
- 03Archon supports parallel execution via Git worktrees and isolation, enabling multiple issues to be handled simultaneously.
Cole Medin is conducting a live, public experiment he calls the "Dark Factory" — an autonomous AI coding pipeline where AI agents handle the entire software development lifecycle without any human code review. The factory is built on top of Archon, Medin's open-source AI coding orchestration platform (available at github.com/coleam00/Archon), which allows any AI coding process to be packaged into a YAML workflow and run across codebases, including in parallel using Git worktrees for isolation.
Medin states he has not written a single line of code in the repository.
The target application being built by the factory is a RAG-powered agent platform that answers questions about Medin's YouTube content, with plans to eventually incorporate course and workshop material. The workflow entry point is a GitHub issues tracker: when a bug or feature is filed, the factory — hosted on a VPS and running on a schedule — picks it up, triages and labels it, implements it via an Archon workflow, validates the pull request, merges it to main, and handles deployment. Medin states he has not written a single line of code in the repository. He describes the project as a "public experiment," with plans to eventually open issue filing to the broader community.
Key facts
- 01Cole Medin is building the "Dark Factory": an AI pipeline where AI agents write, review, merge, and deploy all code with no human code review.
- 02The factory is powered by Archon, Medin's open-source AI coding orchestration platform that packages AI coding processes into YAML workflows.
- 03Archon supports parallel execution via Git worktrees and isolation, enabling multiple issues to be handled simultaneously.
- 04The target application is a RAG-powered agent that answers questions about Medin's YouTube content.
- 05GitHub issues serve as the entry point — filing an issue triggers the full triage-to-deployment pipeline.
- 06The factory runs on a VPS on a scheduled basis, handling triage, implementation, PR validation, merging, and deployment automatically.
- 07Medin describes the project as a public experiment, with future plans to open issue filing to the broader community.
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