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Actionable insights and resources for Product Managers. Every week.

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Latest Posts

I Built a Product Swarm With Grok Bot. No Code.

I Built a Product Swarm With Grok Bot. No Code.

Everything you need to know, and how my seven bots work together. Plus a product swarm you can import that works while you sleep.

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3 days ago

A New Kind of AI Model: Jev and Quick Wins for PMs

A New Kind of AI Model: Jev and Quick Wins for PMs

What Jev is, how it differs from LLMs, how I use it in AskOne, low-hanging fruits for your product, and how to test it almost for free.

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1 week ago

Stop Overpaying for Your AI Subscription: GPT-6.1 Sol, Sonnet 5.5, Opus 5.5

Stop Overpaying for Your AI Subscription: GPT-6.1 Sol, Sonnet 5.5, Opus 5.5

Fresh benchmarks + how much API usage each plan really buys (5.8x to 137x its price)

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2 weeks ago

Building In Public: How to Get Your First 100/1,000/10,000 Users

Building In Public: How to Get Your First 100/1,000/10,000 Users

We take AskOne, the Slido alternative we built in Product Engineering for PMs, to its first real users: customers, value proposition, a free plan, and 7 ways to be found.

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3 weeks ago

Product Engineering for PMs, Part 3: Build a SaaS App Without Coding

Product Engineering for PMs, Part 3: Build a SaaS App Without Coding

Enable real Stripe payments, add a web application firewall (Cloudflare or Netlify), and run agentic reviews of a real multi-tenant SaaS app: logic, security, performance. No coding.

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1 month ago

Product Engineering for PMs, Part 2: Build a SaaS App Without Coding

Product Engineering for PMs, Part 2: Build a SaaS App Without Coding

Add a moderator role, then take a real multi-tenant SaaS app to production: GitHub, Supabase, Netlify, custom domain, Clerk, analytics, Google auth. No coding.

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1 month ago

Product Engineering for PMs, Part 1: Build a SaaS App Without Coding

Product Engineering for PMs, Part 1: Build a SaaS App Without Coding

Design, build, secure, and deploy a real multi-tenant SaaS app in 3-4 hours: Claude Code, Clerk, Supabase. No coding. All prompts included.

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1 month ago

AI Prototyping in 2026: The PM Field Guide

AI Prototyping in 2026: The PM Field Guide

I built the same CRM four times in just over an hour, live. The field guide: which tool for which job, the context prompt that beats a spec, the security...

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1 month ago

Claude Opus 5: The Best Opus Yet, Once You Heal It

Claude Opus 5: The Best Opus Yet, Once You Heal It

Anthropic was proud of removing 80% of instructions. This model needs more of them. The eight blocks that made Opus 5 the best Opus I have used.

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2 months ago

How to Cut Your AI Bill From $200 to $20 a Month

How to Cut Your AI Bill From $200 to $20 a Month

Measured, not estimated: 105 hidden bugs, 10 frontier models, 14 runs. The $1.80 run beat the $104 one. My routing, and the setup.

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2 months ago

What Is Product Discovery? The Ultimate Guide for PMs (2026 Edition)

What Is Product Discovery? The Ultimate Guide for PMs (2026 Edition)

You can ship an idea the same day you have it. That's why discovery matters more, not less. What changed, what didn't, and what to learn.

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2 months ago

C31. AI-Native Practitioner PM

C31. AI-Native Practitioner PM

A complete path: live sessions, guides, , support, and your digital AI PM credentials.

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3 months ago

19 Hands-On Video Guides for PMs

19 Hands-On Video Guides for PMs

The Events Archive is live: Claude Code, Cowork, Codex, n8n, Lovable, and more. Start with the 3 free ones.

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3 months ago

The Ultimate AI PM Learning Roadmap 2026

The Ultimate AI PM Learning Roadmap 2026

Every skill, tool, and guide to become an AI Product Manager in 2026, built around one question: does the agent run on your work, or inside your product?

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3 months ago

The AI-Native PM Roadmap: A Live Session Every Week, First 3 Free

The AI-Native PM Roadmap: A Live Session Every Week, First 3 Free

One live, hands-on session every week. The first three are free, from Claude Cowork to Claude Code in VS Code.

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3 months ago

Agent Loops for PMs: 20+ You Can Run This Week

Agent Loops for PMs: 20+ You Can Run This Week

PMs already define done: acceptance criteria, metrics, signoff. That's what makes loops useful. Includes PRD hardening, feedback clustering, competitor watch, and ship checks.

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3 months ago

Claude Fable 5: The Ultimate Guide for PMs v3

Claude Fable 5: The Ultimate Guide for PMs v3

Fable 5 is four days old. 7 experiments and 1,000+ timed runs later: the launch claims that flipped, what a real finding costs, and the first prompt you should run.

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4 months ago

Claude Dynamic Workflows for PMs: The Ultimate Guide

Claude Dynamic Workflows for PMs: The Ultimate Guide

Anthropic just shipped them. Set a PM goal tonight; check the results tomorrow.

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4 months ago

PM Skills 2.0: Red-Team Your Roadmap, Then Check the Code Before You Ship

PM Skills 2.0: Red-Team Your Roadmap, Then Check the Code Before You Ship

68 free Claude skills, 42 commands, 9 plugins. This release adds a new /red-team-prd command and the AI Shipping Kit: a way to document, audit, and ship AI-built apps with...

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4 months ago

I Don't Review the Code. I Review the Artifacts.

I Don't Review the Code. I Review the Artifacts.

You don't have to code. What you review instead, why it's the PM job now, and the prompt pack for agentic engineering.

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4 months ago