topic : assist
Using tools to do the routine bits so judgment can go where it matters.
3.2.1 - The Difference Between Learning and Being Stuck - Name the learning signal: say what question is being answered, what signal will answer it and what decision comes next.
Published 3 months ago 4 min read launch3.2.2 - Explain Your Decisions Before Asking for Review - Explain the review context: say what was decided, what trade-off it created and what question you want reviewers to answer.
Published 3 months ago 4 min read launch3.2.3 - Iteration Should Increase Value - Check the iteration value test: say what changed, what user outcome it is meant to improve and what signal will show that it did.
Published 3 months ago 4 min read build eventThe AI assist you actually need · vibe2value workshop · Thu 29 January 2026 - If the assist makes you think less about a bug, you will pay that thinking back with interest.
1 min read buildPressure moving upstream - The bottleneck isn't typing. It's clarity. AI makes building fast. AI doesn't remove responsibility, it exposes it.
Published 2 months ago 1 min read buildReviewing 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.
Published 2 months ago 1 min read shapeIf AI Is Your Guardrail, You’ve Already Lost - AI can move fast. But it won’t fix direction. If that part isn’t clear, speed just gets you to the wrong place quicker.
Published 20 days ago 1 min read