Field notes for the AI-era PM.
Essays on the changing role, AI-powered specs, discovery in Notion, and shipping with judgment.
- ·8 min
Should a PM Bother With Kimi K3? My Honest Take on the Model Everyone's Hyping
Kimi K3 is the biggest open AI model ever built — but should a product manager care? An honest take on where it fits in your PM workflow, how to mix it with Claude, and the data line you shouldn't cross.
- ·9 min
The Best AI Tools for Product Managers: What I Actually Use Each One For
ChatGPT, Claude, Gemini, Perplexity and Grok compared on real PM work — PRDs, research synthesis, prototyping, stakeholder updates. By a PM who uses them daily.
- ·12 min
Claude for Product Managers: How I Actually Use It
A product manager's honest take on Claude for product managers in 2026 — why it beats ChatGPT and Gemini for PRDs and research, the 5-step workflow I use, and what AI does to the PM role.
- ·10 min
I Gave My Product Team's Grunt Work to a Terminal. Here's the System.
How a PM with 15 years in regulated fintech runs product management with Claude Code — agents, Notion export, security, and the workflow that replaced the grunt work.
- ·7 min
How I Write a PRD Now
I wrote 40-page PRDs for a decade. Nobody read past page six. Here's what fifteen years and a lot of wasted paper taught me about writing a product requirements document that actually gets used.
- ·8 min
I Spent 15 Years as a Product Manager. The Job I Trained For Is Gone.
After 15 years shipping products in banking and fintech, here's my honest take: the product manager role I trained for is disappearing — and what's replacing it is better.
- ·9 min
How to Write a PRD with AI (Without Shipping Garbage)
A step-by-step guide to writing a PRD with AI — how to make the AI draft each section AND attack its own work, so you ship judgment, not filler. Includes copy-paste prompts.
- ·6 min
The PM role changed. Here's what to build with.
AI drafts documents in seconds. The PM's job is no longer writing — it's judgment, taste and shipping. Here's the new toolkit.
- ·8 min
The AI PRD template every PM should steal
A section-by-section breakdown of a PRD template with embedded ChatGPT and Claude prompts. Steal it.
- ·7 min
Continuous discovery in Notion (with AI synthesis)
How to run weekly interviews, synthesize with AI, and maintain an opportunity solution tree — all in Notion.