Why I Built CodeMySpec

In 2010, I cashed out my 401k, stopped paying my mortgage, quit my job, and went all-in on a building automation software startup.

How much did I make? Nothing. Zero.

But I learned something: there was real money in software. I just needed to figure out how to ship.

So I taught myself Python. For the next three years, I failed to ship a single application. I could write code. Shipping was a different skill entirely.

Finally Shipping

In 2019, I discovered Elixir and shipped my first product: UserDocs. A tool that automatically documented web apps by capturing screenshots as it clicked through your application.

Worked perfectly. Code was solid. Product did exactly what it promised.

Zero customers.

I tried content marketing. Reached out to potential users. Nothing stuck.

Tried again with Discussit -- an LLM product that ingested phone calls and texts and created intelligent summaries. Great technology. Zero traction.

The Pattern

Almost a decade building products nobody used. Or maybe they wanted them. I just couldn't figure out distribution while also building.

I had a problem I couldn't solve alone.

Back to First Principles

I got obsessed with LLMs. Not because they were trendy -- because I thought they might finally help me ship successfully.

But here's the thing. Throwing prompts at an LLM doesn't work any better than throwing code at a problem without planning.

I started thinking about how real software teams work: product managers create specs, architects design the system, engineers design modules, write tests, implement. This process exists for a reason. So why was everyone just having unstructured conversations with LLMs and hoping for the best?

Building What I Needed

That's when I built CodeMySpec.

A framework that applies the same discipline real software teams use — requirements, architecture, design, implementation, testing — but with AI at each stage instead of a team of ten.

Not another chat interface. A structured process with validation at every step. The kind of process that catches problems before they compound instead of after they've spread through your codebase.

A clear path from "I have an idea" to "I shipped something that works."

Why I'm Sharing This

After 15 years in enterprise systems and 2 years working with LLM-assisted development:

I don't want you to spend 10 years learning what I learned.

Whether you're an aspiring engineer, a solo entrepreneur, or someone with an idea but no technical background -- CodeMySpec is designed to help you ship without the decade of pain I went through.

I built it because I needed it. I'm sharing it because your success is how I finally achieve mine.

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John Davenport Founder, CodeMySpec