Join the next working session: What this will not do (on purpose)
When everything is possible, deciding what not to do becomes the real work.
Matt
Pressure moving upstream
Last week’s LinkedIn post about AI-assisted coding clearly struck a nerve.
working-notes
Don’t Reinvent the Wheel, Question the Price Tag Instead
More people are pausing and asking a simple but powerful question: “Should I really be paying this much for that?” This isn’t about rejecting tools. It’s about choosing them with intention and knowing when building it yourself or open source might actually be the better fit.
working-notes
When effort and systems stop being the same thing
At small scale, effort and structure can look identical. At scale, only systems compound.
working-notes
Reviewing AI-Assisted Code Changes
When AI changes a lot of code quickly, review is no longer about reading lines. It’s about making sure you still understand what will happen in production.
shape
The Difference Between Learning and Being Stuck
Activity can hide lack of progress.
shape
If You Can’t Name the User, You’re Guessing
Clarity starts when you can picture a real person, not a segment.
Join the next working session: When everything feels connected and nothing moves
A public working session focused on a familiar but hard to name problem.
Meet the vibe2value authors
vibe2value is a shared thinking space.
Work With Me
Constrained AI systems built on Cloudflare Workers.
Context
A short note about vibe2value journey to now.