For non-technical founders
We teach non-technical founders to build, validate, and ship — without writing code or giving away equity.
Frameworks, checklists, and guides. No spam.
The first structured training for non-technical builders.
Built for professionals who need to build and validate software products but lack the technical skill to do it independently. We do not teach tools. We teach the structural thinking that makes AI-assisted building reliable and repeatable.
Our Approach →0.1
Mission
Close the gap between tool access and building capability
0.2
Vision
Any founder validates ideas without surrendering equity or hiring a dev team
0.3
Method
Curriculum organized around failure modes, not features
0.4
Output
A working prototype you built, can explain, and can maintain
Three moments every vibe coder recognizes.
The tools worked. You got a prototype running. Then one of these happened.
0.1 The Collapse
“I added one feature and everything broke. I have no idea why.”
Without an architectural plan, every new feature is a structural gamble. AI builds what you ask for. It does not tell you that your last three requests are incompatible.
0.2 The Black Box
“It works, but I cannot explain how. I cannot change anything.”
You shipped a prototype you do not own. If you cannot describe what each part does, you are renting functionality from a prompt session that no longer exists.
0.3 The Handoff
“I gave away 20% equity to a developer to rescue what I started.”
The inability to finish what you build creates dependency. Equity, freelancer fees, dev team overhead — all because structural thinking was missing from day one.
Not a coding school.
A thinking system.
What We Teach
Structural thinking that makes AI-assisted building reliable and repeatable
How to scope, architect, and validate before writing a single prompt
Debugging frameworks for people who cannot read code
Systems that prevent projects from collapsing after the third feature
What We Do Not Do
Tool tutorials — principles work regardless of which AI you use
Learn-to-code programs — you do not need to become a developer
Prompt template libraries — templates without thinking produce the same failures
Motivational content — you need systems, not encouragement
From stuck to structurally sound.
1.1
Free · Public
Read
Articles diagnosing specific failure modes. Every post addresses one structural problem and provides the corrective framework.
1.2
Free · Email-gated
Apply
Diagnostic checklists, scoping templates, decision frameworks you apply directly to your project. Immediate utility.
1.3
Paid · Cohort
Build
Structured, cohort-based training. Bring your project. Leave with a working, validated prototype you built yourself.
Frameworks that fix specific problems.
The Vibe Coding Autopsy
Walk through six structural failure categories to identify why your project stalled — no code reading required.
DiagnosticMVP Scoping Template
One flow. One user. Hard scope boundaries. The discipline most builders skip.
PlanningPrompt Architecture Guide
Structured sequencing that turns scattered AI interactions into coherent specifications.
ProcessBuild vs. Bail Checklist
Objective criteria for deciding whether to keep building or hand off. Structure, not frustration.
DecisionAI Stack Starter
Separate your reasoning layer from your implementation layer. The minimum viable AI setup.
SetupYou have the idea. The urgency.
You are missing one thing.
Founder
“I cannot afford a dev team to validate an idea that might not work.”
Build a testable prototype yourself. No equity. No dev salaries. No dependency.
Product Manager
“I specify products all day but cannot build a proof of concept.”
The structural bridge between product thinking and AI-assisted execution.
Digital Marketer
“I need functional tools but every dev request takes weeks.”
Landing pages, calculators, automations — built fast, built to last.
The tools are not the problem.
The thinking is.
Get the frameworks, checklists, and guides that fix the structural gaps AI cannot fix for you.
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