Free playbooks for operators running their businesses on AI. A free certification path for vibecoders becoming AI Directed Engineers. Thirty years of deployments behind every framework, and almost all of it costs nothing.
Join FreeThe Faction Community. 468+ builders from 20+ countries. No credit card.
You don't want to become a programmer. You want your business running on AI before your competitors figure it out. Start with the book or the free kits: the 30-Day AI Prescription, Bertha your AI chief of staff, the Staff Hackathon, and the Vibecoding production stack. Every playbook free, every one tested in real businesses.
You've been vibecoding. Things work on your screen and you know that's not the same as production. CADE is the certification that closes the gap: 13 layers of real engineering discipline, free to start, and a community of builders from dozens of countries doing it with you.
The quizzes actually test understanding instead of just memorization. It's clear a ton of thought went into this.
It showed me what I needed to upgrade on my app ASAP. I was able to close some security gaps and other items as I was going through the modules.
54 years old, never coded in my life, and built this in 8 months. 106 AI agents. 804 automated tests. 207K+ lines of code. EU AI Act compliant.
I've spent 30 years in investigations, security, and the military. Zero engineering background. For the last 7 months I've been building, blindly, in my free time. Matt's videos saved me.
I've been teaching myself code for the last 5 years. Finding this channel was a total game changer. It leveled up what I thought was awesome and made it astronomical. Best channel I've ever come across.
After 25 years of software development and deployment, I can say that your golden steps are the result of years of experience and knowledge. Please keep recording, we all need these tips.
The only real content worth watching for anyone coding or vibe coding an app. Pure knowledge gains in every post.
This gentleman is one of the most helpful and informative people I have seen in AI. He doesn't gatekeep.
Members from Kenya, Kuwait, the Cook Islands, the Philippines, the UAE, and dozens more countries.
159+ verbatim testimonials on file. Read the full wall of proof →The front door. The book, the DIY kits, the blog, the frameworks. Everything an operator or a builder needs to start, at zero cost.
Where the learning compounds. The free community, the CADE certification path, and a crew of builders holding the standard together.
When the project outgrows the person, the engineering firm takes it across the line. Audits, modular builds, production-grade finishing.
The education creates the market. The certification creates the workforce. The firm captures the overflow. Operators create the demand. Builders become the supply. That's the flywheel, and you can enter it anywhere.
Thirty years, five technology cycles: Y2K, Cloud, Mobile, Social, AI. Enterprise software shipped to 55+ countries and acquired in 2018. An HR technology practice serving 3,000+ businesses. Work with 76 Fortune 100 companies. Dallas-based.
Every framework on this site was tested, broken, and rebuilt in real deployments before it got a name.
Why is it free? Because the playbook that works shouldn't live behind a consulting retainer, and because the mission is one million certified AI Directed Engineers in five years. You don't get to a million by charging at the door.
Not Murphy's Law. Roughly 49,500 words, #1 release in Information Systems on Amazon. Free PDF.
Get the Book →Four complete playbooks: Prescription, Bertha, Hackathon, Vibecoding.
See the Operator Journey →Your app scored across all 13 layers in 24 hours, read-only access, report you can hand to your AI agent.
Get Your Audit →When the project needs an engineering firm. Modular engagements, production-grade delivery.
Talk to Faction Group →Whichever path you're on, the community is where it compounds. Join free and start where you are.
Join Free Want to start solo? Get the book free →