Minimum Viable Practice

You don't need perfect implementation to start. Begin with one loop:

1. Pick one bet. Something you genuinely want to learn. Something small enough to test in a week.
2. Frame the Spec. The bet, the hypothesis, user stories, success criteria. Describe the feature from the user's perspective.
3. Slice the Exposure Plan. What to reveal first, to whom, and what belief to test at each level.
4. Build it with your agent. Let the agent generate the Technical Spec and build the whole feature in one pass.
5. Validate by revealing progressively. Expose the first level to real users. Collect evidence on the belief.
6. Decide on the next loop.

That's it. You've done one loop.

If you're a solo builder: Do that ten times, and you'll have a discipline that most vibe coders never develop. You'll start noticing the difference between "I shipped something" and "I learned something." That's the shift.

If you're on a team: Do one loop together. PM, engineer, designer, whoever is available. Watch what happens when everyone is looking at the same evidence instead of arguing about the backlog. Do it ten times, and you've changed how the team thinks about progress.