My AI Software Factory Ships Hundreds of PRs a Week (Here's How I Manage It)

From the creator

My AI software factory ships hundreds of pull requests a week, and I really didn't want a control plane for it. I figured it would make things less autonomous and give me more to manage. It's turned out to be the only way I can keep up with all of it, so here's a tour of the mission control dashboard I've been building (with the factory itself doing the building!). You'll see the whole factory at a glance, the decisions that bubble up to me, how I compare versions of the factory, and what's running under the hood. It's all open source, so use it as is or just take the ideas for your own factory! ~~~~~~~~~~~~~~~~~~~~~~~~~~ - Hire Viktor for your team ($100 of his work free with code COLEMEDIN100): https://ref.viktor.com/cmedin-yt Thanks to @getviktor_com for sponsoring the video! - Neon, the backend for my whole factory: https://get.neon.com/9xVbepY ~~~~~~~~~~~~~~~~~~~~~~~~~~ - Join Dynamous for the new Agentic Coding Course 2.0 - the core of the course is now COMPLETE: https://dynamous.ai - AI Software Factory: https://github.com/coleam00/ai-software-factory - Mission Control dashboard: https://github.com/coleam00/factory-mission-control - Archon: https://github.com/coleam00/Archon ~~~~~~~~~~~~~~~~~~~~~~~~~~ 0:00 My AI Software Factory 0:35 Mission Control at a Glance 2:10 Why It Can't Be a Dark Factory 3:20 Why I Built a Control Plane 4:17 Sponsor: Viktor 5:46 The Factory Builds Its Own Dashboard 6:31 Full Dashboard Tour 10:35 Archon Under the Hood 12:06 Neon Postgres and Functions 14:30 Live Queries with Neon Realtime 15:26 It's All Open Source! ~~~~~~~~~~~~~~~~~~~~~~~~~~ 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!

Stop watching · start building
Matched to AI Agents

AI Maker Residence 4

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. This fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

◆ Fri 13 Nov 2026 ◆ KOKO, London ◆ With Nick Sarafa
AI Maker Residence 4
Live event
AI Maker Residence 4
Fri 13 Nov 2026
Find a job · 1 live role

Jobs in AI.
Apply now.

Apply once › get screened › meet the company

See all roles

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.