William Weeks-Balconi

June 2, 2026

How I’m Getting the Best Results from AI Lately

 The most success I’m having with AI lately is using Claude Opus as a thinking partner, not just a generator.

   1. I start with intent: I want to do this, and I want you to interview me until you’re 95% confident. That forces the conversation out of guesswork andinto clarity.
   2. I point to prior documentation to manage context. If there’s already a good source of truth, I want the model anchored to that instead of rebuildingthe world from scratch.
   3. Then I ask: What lack of clarity or blind spots are missing? That’s where the real value shows up — assumptions, constraints, and gaps I hadn’t namedyet.
   4. After that, I ask for suggestions for each gap, so the model turns uncertainty into action.
   5. And then: Do it.

  That workflow works because it treats AI like a partner for better thinking, not a shortcut for skipping it.