Prompt-Led Product | For PMs Building in the AI Era
Elena | AI Product Leader, Ashwin Francis, Raghav Mehra, Stefania BarabasYou'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.
| Platform |  | Pricing | Freemium | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 177 | Founded | 3 years ago | Last Issue | 6 days ago |
| Active | |||||
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promptledproduct.substack.comLatest Issues
How to Know If Your AI Product Has a Blueprint Problem
Key concepts behind today’s post:
Blueprint is the full architecture of how a user’s intent becomes a system action without requiring the user to fill the gap manually.
Trigger Layer is what fires the AI without the user...
How to Stop Your AI Agent From Deleting Your Entire Database
How to audit your product edge functions before they silently discard your users data.
Check out the Build Series. Part 1 | Part 2 | Part 3 | Part 4 | Part 5
Your Checkout Page Is Lying. This Prompt Proves It.
If your frontend shows a green checkmark and your database has zero new rows, you have a serious data integrity problem. This prompt forces you to trace every transaction from the external processor down to the database write, so you catch...
I Asked 5 AI Tools to Review My Product Plan. Only One Told Me It Was Wrong
This post is sponsored by Rezonant. I accepted after running a real DraftKit product session through the tool and seeing what it caught before I built anything. Everything I write here reflects my own experience and editorial judgment...
Stop Prompting Blind: The Spec That Fixed My AI Rework Problem
Why 66% of developers waste hours on “almost right” AI code, and the 5-part template that prevents it.
Check out the Build Series. Part 1 | Part 2 | Part 3 | Part 4 | Part 5
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Authors
The writers behind this newsletter.
AI Product Manager turned builder. Founder of DraftKit.app, AIAdventChallenge.com. I stopped asking for permission and now I lead through evidence. Published book author. Trusted by Reforge.
Senior Technology Consultant | Co-founder @ Cash&Cache | Venture Capital Fellow & Scout | M.Sc Financial Engineering
I make sense of AI and tech for the people doing the work — PMs, investors, operators, and builders. Ex-quant trader. I care about what works in production, not what sounds good in a pitch deck.
Frontend Engineer & Designer | Writing about building, learning, and the things that don’t make it onto the roadmap.
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