Cole Medin demos an AI "Dark Factory" that writes, reviews, and deploys its own code
Cole Medin livestreamed his "Dark Factory" — an autonomous AI coding pipeline built on his open-source Archon platform that files issues, writes code, reviews and merges PRs, and deploys changes with zero human code review.
Score breakdown
Watch the Archon open-source project for a concrete, working example of a fully autonomous AI coding pipeline that handles the entire development lifecycle — from issue triage to production deployment — without human code review.
- 01The "Dark Factory" is an autonomous AI coding pipeline where no human writes or reviews any code.
- 02It 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 livestreamed the completion and live demonstration of his "Dark Factory" — an autonomous AI coding pipeline where no human writes or reviews any code. The system is built on 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 YAML workflows that can be run across codebases and even in parallel using Git worktrees for isolation.
The target application the factory is building is a RAG-powered agent platform designed to answer questions about Medin's YouTube content, with plans to eventually incorporate course and workshop material.
The target application the factory is building is a RAG-powered agent platform designed to answer questions about Medin's YouTube content, with plans to eventually incorporate course and workshop material. The entire development lifecycle — issue triage and labeling, implementation, pull request validation, merging to main, and deployment — is handled automatically by Archon workflows running on a schedule on a VPS. Medin's role is limited to filing GitHub issues, which serve as the sole human input into the factory. He states he has not written a single line of code in the repository.
During the livestream, Medin showed the application in its current state — a basic RAG chat interface — and walked through how issues move through the pipeline from filing to in-progress to deployment. He noted the application was not yet ready for public use at the time of the stream. The source transcript is truncated before the session concludes.
Key facts
- 01The "Dark Factory" is an autonomous AI coding pipeline where no human writes or reviews any code.
- 02It 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 factory runs on a schedule on a VPS, handling issue triage, implementation, PR validation, merging to main, and deployment.
- 05GitHub issues are the sole human entry point into the factory — Medin files an issue and the system handles the rest.
- 06The application being built is a RAG-powered agent that answers questions about Medin's YouTube content.
- 07Medin states he has not written a single line of code in the repository.