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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.

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Your RLS Is On. Your Users' Emails Are Still Exposed. I Found Mine After 8 Months.

Here is the zombie RLS policy that exposed DraftKit creator emails, Stripe IDs, and credit balances to every authenticated user while I thought row-level security was doing its job.

Your Roadmap Is Full of AI Features Nobody Asked For. Run This Test Before You Build Another One.

One of my products has AI in exactly one place. The other has none. Both decisions came from the same five questions most PMs never ask.

Your Database Realtime Channels Are Open to Every Authenticated User in Your App. Here Is the Two-Step Fix.

How I caught a presence data leak in DraftKit before it exposed workspace activity to every logged-in user, and the SQL policy and client flag that locked it down.

Substack’s AI Detector Cannot Tell a Poem From a Release Note. That Is the Real Problem.

Substack shipped one scanner for every genre on the platform. My own scan results show why technical writers are the ones paying for it.

Your Integration Works in Testing and Goes Blank for Real Users. This Is Why.

How I built a three-tier publication ID resolution chain for DraftKit's Network feature, and why a silent API failure costs more than a loud one.

Your AI Is Building the Wrong Product. Here Is the Prompt That Stops It.

When everyone can generate everything, the only edge left is intent. Here is how to protect yours.

Lovable and Claude Pricing in 2026: What One Prompt Actually Costs You

I read both pricing pages line by line and did the math neither company publishes. The gates are not where you think they are.

Your AI Builder Is Guessing. This Prompt Makes It Stop.

Most user stories describe the button. This prompt forces you to describe the transformation.

Your Vague Requirements Are Training Your AI to Guess. Here Is the Fix.

How writing logic gate specs instead of feature descriptions stopped hallucination debt from accumulating in my builds.

Your Product Is Ready. Your First Customer Isn’t Coming. Here Is Why.

What a revenue expert taught me about the conversation builders never have (and what I did differently with DraftKit).