Are you building with AI? Would shape+build+launch+run help?

Work with me

Running it for real is the part worth learning rather than renting forever. We work through it on your own repo and your own deploy, so you end up able to do it without me. A deploy either works or it does not, so there is nothing here you have to take on trust.

Who this is for

Two kinds of people. Founders building their own product without an engineering team, usually on their own and needing it to work for real. And anyone who wants to build this way for themselves. Neither of them with the budget that used to be the price of entry.

That is the part that just changed. Building used to be the expensive bit, which is why good software and good marketing stayed with whoever could afford a team. AI made the building cheap. What is left over is knowing what to build. That is the part I have spent decades doing for organisations that could afford anything.

So the fit is not an accident. The part that used to cost the most is now the cheap part. What is left is the part a founder on their own could never buy.

For a founder, it is your product built with AI on the Cloudflare Workers stack: something real that goes live and is yours to keep. It is laid out on Build your product.

Who you are working with

Matt Cameron. Decades as a developer and in devops, years as an enterprise solution architect across major martech platforms and consulting for banks, retailers and other large organisations. That same enterprise-grade experience now goes into founders building their own product, built fast with AI on the Cloudflare Workers stack, for paying clients today. The judgment to know what is worth building and the hands to build it. More about me →

What the work is

In practice the work has looked like this:

  1. Open sharing on this site. Everything I do is explained, step by step, in the free guides here, so you can build it yourself at no cost.
  2. Documentation your AI can read. Most AI builds drift because the system was never written down. You tell me about your build and I write what your AI needs so it stops guessing.
  3. The Cloudflare Workers stack. Custom software for when your platform cannot do something, or makes it too slow or too costly. You end up owning the missing piece.
  4. Training. I work alongside you and your team so you learn to build and decide this way yourselves.
  5. vibeCoding. You vibe it and I make it safe and scalable. You do a bit, I stabilise it and hand it back. Then you do some more.
  6. Something else. Custom work, consulting, or a second pair of eyes.

If what you need is not in that list, that is normal. It is a list of answers, not a list of options.

Every piece of work I have done started as a conversation about a real problem. The answer was different every time. The first step is not choosing a plan. It is telling me what you are trying to make.

How it starts

Start with an inspection. Send me one thing you have built, live or still on your laptop, and I will give it an hour, using it the way a customer would with nobody walking me through it.

Then you get a review back. The most important thing that breaks, what it costs you the day it gets traffic and what I would leave alone. It is free and the review is yours to do what you like with. There is room right now.

Email it to matt@vibe2value.com

What it costs

Less than you are expecting. We work the number out together in that first conversation.

Then we do something small and real. Something immediate and worth doing on its own, so we both find out whether this works before anyone commits to more. The inspection is free. The work after it is not, because it is solving something you needed solved anyway.

The method

Vibe it, then make it real, then iterate on that. 33 ideas across four stages. shape+build+launch →


What people have said

  • “I was deep in planning a campaign rollout and couldn't see what I was missing. Reading the vibe2value framework helped me find the gap and move forward.”

    Lakshmi, campaign strategist

  • “I work with companies to build agentic capability, not dependency. vibe2value is the same: you take it away and move your prototypes into production yourself.”

    Ian Sampson, Accelerati Founder

  • “If you’re building software with AI, or even just trying to get more out of tools like Claude Code, I’d strongly recommend following the vibe2value framework.”

    Adam Ridgway, Forgeworks Labs