3.1.1 - Why Sharing Early Creates the Learning Your Build Needs - Plan the early sharing plan: say who will see it, what they will see and what question their reaction needs to answer.
The vibe2value framework
Launch it
Put it in front of people, with confidence.
Launch is where your build meets real people. It is less about one big release and more about sharing early, learning fast and knowing when it is genuinely ready. These ideas help you get useful feedback, stay unstuck and reach the point where you are happy to put your name on it.
- Communityshare early and get real feedback
- Assistget unstuck and improve what matters
- Manageddecide when it is ready to put your name on
3.1.2 - Ask for Signals, Not Opinions, From the People You Trust - Choose the decision signal: point to the behavior or result you need to see and explain what decision it will change.
3.1.3 - Decide in Advance What Would Change Your Mind - Set the decision threshold: say what evidence will trigger change, where it will come from and what action follows.
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.
3.2.2 - 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.
3.2.3 - Iteration Should Increase Value, Not Just Add Surface Area - Check the iteration value test: say what changed, what user outcome it is meant to improve and what signal will show that it did.
3.3.1 - What "Ready" Actually Means Once Real Users Are Looking - Define the readiness rule: say what has to be true, how it will be checked and who owns any remaining risk.
3.3.2 - Name the Risks Yourself Before Users Find Them in Production - Name the launch risk: say what might break, what would trigger it and what response reduces the damage.
3.3.3 - Are You Comfortable Putting Your Name on This Build? - Set the ownership threshold: say what is still imperfect, what would happen if it failed and why shipping is still acceptable under those conditions.
Blog posts and sessions on launching it.
AI did the easy part - Building fast with AI hides the risks you have not named. Pick one real person, walk them through your build, fix the step where they get stuck. Skip this and the rework comes due in week six.
The moment before your name goes on it - There is a pause right before you launch. That pause is not about polish. It is about the quiet contract with someone who decided to trust you. Right now you decide what happens to it.
genAI Horizons 2026 - Fourth year running. Members from the community share short clips on how AI is showing up in their digital marketing work. 2 July 2026.