About
Why vibe2value exists: helping people make clearer product decisions in the middle of AI-assisted speed.
This started from a simple observation: AI makes it easier than ever to ship the first version. Surviving the second version is the hard part.
vibe2value shows the work of taking AI-assisted coding apps from "it shipped" to "it survived." Grounded in real experience, built and shown on the Cloudflare Workers stack. The thinking can work on yours too.
At the centre of it is a small framework called Shape + Build + Launch: 27 ideas for making changes that hold. Built from real work, deliberately practical. Less performance. More clarity. Less noise. More evidence that something actually helps.
Read the blog for working notes from real builds. Free Member access opens the first 11 framework ideas. Membership unlocks the full Shape + Build + Launch framework plus the workshop recordings. The Tuesday workshop itself is open to anyone.
Weekly community workshops
Join free weekly community workshops where we share what we are learning.
Free 1:1
Personalised working engagements
Custom engagements to build your requirement are available, on a plan we shape together. See how we can work together.
For questions, email [email protected]