How to Build the Most Powerful System for AI Coding (Full Breakdown)
An AI dark factory is a repository that ships its own code. A spec goes in, workflows plan it, build it and validate it, and working software comes out the other end. This is not 100% reliable yet. But three things are compounding at once - the models, the coding agents, and the harnesses we build around them - and that makes this realistic for most development now and all development in less than a year! I have been running one against a live app since April. In this video I break it into the five components you actually have to build, and I show the skill I made so you can build your own without reverse-engineering mine. It ships the plumbing, because the plumbing is the same in every repo. This also doesn't replace how you already code with AI - it just makes your process more autonomous. ~~~~~~~~~~~~~~~~~~~~~~~~~~ Check out Parallel, the web-infrastructure layer that gives your AI agents access to the open web: https://parallel.plug.dev/1c0NO5A ~~~~~~~~~~~~~~~~~~~~~~~~~~ - I just did a workshop in Dynamous giving a deeper dive into this AI Dark Factory setup. Join the community to check it out: https://dynamous.ai - The skill. Hand `/build-dark-factory` your PRD and it interviews you through all five components, then copies in a working runner - dispatcher, gate, guard, merge, state machine. `/plan-create-prd`, the one I mention for writing the PRD itself, is in the same repo: https://github.com/coleam00/skills - The app my Dark Factory built and maintains. Ask it anything about my channel (and my courses/workshops if you're in Dynamous): https://chat.dynamous.ai - Archon, the open source workflow engine I run it on: https://github.com/coleam00/archon ~~~~~~~~~~~~~~~~~~~~~~~~~~ 0:00 What an AI Dark Factory Is 2:46 The Five Levels of AI Coding Autonomy 5:03 Installing the Build Dark Factory Skill 6:57 The Interview That Designs Your Factory 8:25 An App a Dark Factory Built 10:27 Sponsor: Parallel 11:38 Component 1: The Workflow-Driven Repo 13:40 Component 2: The Automation and Queue 16:16 Component 3: Blue-Green Deployment 18:04 Component 4: The Guidance Layer (3 Files) 20:58 Component 5: The Validation Harness 21:55 The Important Validation Strategies 23:49 Go Build One! ~~~~~~~~~~~~~~~~~~~~~~~~~~ Join me as I push the limits of what is possible with AI. I'll be uploading videos weekly - at least every Wednesday at 7:00 PM CDT!
