Prompt-Led Product | For PMs Building in the AI Era
You're still running sprints, managing stakeholders, and writing PRDs. But now you're also expected to build with AI. This newsletter is for PMs navigating both. Practical frameworks, real build logs, and no fluff.
- Indexed issues, last 90 days
- 16
- Latest publication
- Oct 1, 2026
- Audience
- Checking…
- Earliest in this view
- Aug 22, 2026
Latest issues
Why Your AI Chat Gets Worse the Longer You Use It (opens the original)
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A product manager I talk to most weeks called me last week, annoyed. His team had spent two hours going back and forth with an AI assistant on a technical spec. By hour two, it was re-asking questions they had answered at the start.His read on it: “It’s obviously worse than it was an hour ago.”I gave him the line every lab gives when this comes up. We don’t secretly downgrade models. He wasn’t buying it, and he was right not to. That line is true and it still isn’t an answer to what he actually
How I Catch What AI Builders Change Without Asking: A 3-Check Post-Session Audit (opens the original)
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The fastest way to catch AI builder drift isn’t during the session. It’s the three checks you run in the five minutes after you close it, before you push a single line to production.Saturday’s post covered prevention: converting your PRD into a bounded spec with Scope Boundaries, Forbidden Actions, and a Completion Signal so the model knows exactly where to stop. If you haven’t read it, start there first. This post covers what happens when that works 90% of the time. The other 10% is w
Your AI Builder Is Rewriting Code You Never Asked It to Touch. This Prompt Stops It. (opens the original)
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<img alt="" class="sizing-normal" height="813" src="https://substackcdn.com/image/fetch/$s_!YNjO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3b25dcf9-a649-47de-8a54-04e81f5d23e0_2752x1536.j
Three AI CEOs Promised to Slow Down. It Lasted 10 Days. (opens the original)
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<img alt="" class="sizing-normal" height="1383" src="https://substackcdn.com/image/fetch/$s_!6clT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6b29823-f589-40b1-af5a-07a962a0b3c1_2752x1383.
Your Calendar Feature Has a Race Condition You Have Not Seen Yet. Here Is the Fix. (opens the original)
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Check out the Build Series here.<img alt="" class="sizing-normal" height="813" src="https://substackcdn.com/image/fetch/$s_!RTTW!,w_1456,c_limit,f_auto,q_auto:goo
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