The Product Compass

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AI Product Management

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Claude Code's Limits Are Generous. The Problem Is Your Setup.
$1,389/mo → $200/mo on the same Claude Code workflow. 4 root causes you control — with copy-paste templates.
 • Paweł Huryn
The Ultimate Guide to Claude Opus 4.7
What changed, the 10 migration moves, and 10 highest-ROI levers to keep costs down.
 • Paweł Huryn
Your .claude/ Folder Is a Production Agent
You already know how to build production AI agents. You just didn't know it counted.
 • Paweł Huryn
Claude Code Pricing: Subscriptions vs API, Token Visibility, and the Models That Actually Work
Claude subscriptions are 15-30x cheaper than the API. Full cost breakdown of Claude Code plans, OpenRouter setup, best API models for agentic coding…
 • Paweł Huryn
Three CLAUDE.md Blocks That Make Claude Get Smarter Every Session
Paste them in. By week three, Claude was applying 24 rules it had written itself.
 • Paweł Huryn
Claude Team is Shipping Like Crazy: 74 Releases in 52 Days
Every product release from Feb 3 to Mar 24, tracked to the engineer and their X profile.
 • Paweł Huryn
The Claude Dispatch Guide: 48 Hours Running AI Agents From My Phone
Real PM workflows, honest gotchas, and why the biggest unlock has nothing to do with Dispatch itself.
 • Paweł Huryn
What I Learned Building a Self-Improving Agentic System with Claude
From 4 hours to 30 minutes a day. 5M+ X(Twitter) impressions in 3 months. A case study in systems that compound — for any knowledge-intensive domain.
 • Paweł Huryn
The Guide to Claude Code for PMs
Claude Code looks like a developer tool. It's not. If you've used Cowork, you're already 70% there.
 • Paweł Huryn
PM Skills Marketplace: The AI Operating System for Better Product Decisions
65 PM skills and 36 chained workflows across 8 Claude plugins based on proven frameworks. From discovery to strategy, execution, launch, and growth.
 • Paweł Huryn
Claude Cowork: The Ultimate Guide for PMs
Cowork just dropped for Windows and Intel-based macOS with full feature parity. Here's everything you need — skills, plugins, MCPs, and why you may not…
 • Paweł Huryn
AI Solution Gallery for PMs is Live!
Learn from dozens of AI agents and multi-agent systems built by our community. Strategies, value propositions, differentiation, guardrails, autonomy…
 • Paweł Huryn and Olia Herbelin
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Product Discovery

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Stop Guessing and Start Listening: How to Manage Customer Feedback With AI
How to collect, organize, prioritize, communicate, and act on customer feedback with ChatGPT prompts.
 • Paweł Huryn and Christian Marek
8 Things About Product Frameworks I Wish I Knew Earlier
Your customers and business couldn't care less about “the right way to do product.” The only thing that matters is whether your work drives impact.
 • Paweł Huryn
Product Innovation Masterclass
How to identify best opportunities, find a beachhead segment, define a must-have value proposition, test your assumptions, and build a lean product with…
 • Paweł Huryn
How Meta and Instagram Use Pre-Mortems to Avoid Post-Mortems
A Free Pre-Mortem Template. Tigers, Paper Tigers, and Elephants.
 • Yue Zhao and Paweł Huryn
12 Proven Sources of Insights to Fuel Your Product Discovery
Regularly talking to customers is essential for any product team. But true innovation comes from gathering insights from multiple sources.
 • Paweł Huryn
The Extended Opportunity Solution Tree
Case Study: Capturing value for the business. What can Product Managers learn from Impact Mapping?
 • Paweł Huryn
Case Study: Customer Journey Map With Operating Principles
A proven way to boost teamwork and better serve your customers with operating principles
 • Amy Mitchell
Assumption Prioritization Canvas: How to Identify And Test The Right Assumptions
You can’t test everything. And you can’t test what you’re unaware of.
 • Paweł Huryn

Product Strategy

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The AI Product Pricing Masterclass: OpenAI Product Lead on Why SaaS Pricing Fails in AI (and How to Fix It)
If you think pricing AI products is about tokens, you’re already behind. This deep dive exposes the hidden economics of AI and how PMs can design…
 • Paweł Huryn and Miqdad Jaffer
OpenAI’s Product Leader Shares 3-Layer Distribution Framework To Win Mind & Market Share in the AI World
Features get cloned. Models commoditize. But distribution compounds. This is your definitive guide to AI distribution: from GTM wedges to PLG loops to…
 • Paweł Huryn and Miqdad Jaffer
OpenAI’s Product Leader Shares 5 Phases To Build, Deploy, And Scale Your AI Product Strategy From Scratch
The most practical guide you’ll read on AI product strategy. This will teach you how to build an AI moat that compounds and how to lead AI initiatives…
 • Paweł Huryn and Miqdad Jaffer
A Complete Guide To Reverse-Engineering Strategy
Every product already has a strategy. Even yours. The question isn't whether you have one. It's about seeing what it actually is and making better…
 • Paweł Huryn and Mike Goitein
How to Create an AI Product Strategy: The AI Strategic Lens Framework
The AI era is not about adding features. It’s about building compounding moats. A proven AI product strategy framework with examples.
 • Miqdad Jaffer
Strategic Inflection Point. Can You Shift Fast Enough?
How to avoid Strategy Meltdown. Lessons from Microsoft and Google. Don’t get caught off guard.
 • Paweł Huryn
Product Mix Strategy: How to Manage & Optimize Your Product Portfolio
How to structure, optimize, and manage your product mix effectively. Google case study and a Product Mix Strategy Template.
 • Paweł Huryn
Product Innovation Masterclass
How to identify best opportunities, find a beachhead segment, define a must-have value proposition, test your assumptions, and build a lean product with…
 • Paweł Huryn

Product Execution

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The Remote Product Manager's Playbook
Best practices and advice from over 3 years of working as a remote Product Manager with product teams distributed across different time zones.
 • Paweł Huryn
10 Sources of Waste in Product Management
There's nothing more disappointing than seeing a team's energy and effort go to waste.
 • Paweł Huryn
Your Guide to Feature Detox: Winning Through Simplifying
The best product companies cut and simplify features ruthlessly. Five steps, case studies, and free templates.
 • Paweł Huryn
Continuous Product Delivery: Why It's Critical to Release Frequently
Do you launch at least every two weeks? 6 misconceptions, 4 delivery principles, and 7 release tactics.
 • Paweł Huryn
OKR vs KPI: What's the Difference?
When comparing OKRs and KPIs, many forget a critical aspect - the relationships between them.
 • Paweł Huryn
Product Model First Principles: Product Discovery, Product Delivery, and Product Culture In Depth
Product model first principles from TRANSFORMED by Marty Cagan. Part 2/2.
 • Paweł Huryn
How to Write a Product Requirements Document? The Best PRD Template.
A good PRD helps you document your product discovery. It should also explain the strategic context, why the initiative matters, the objective, and how…
 • Paweł Huryn
What Is Product Operations?
The Golden Standard by Marty Cagan. Scaling with leaders. Do not let the process become the thing.
 • Paweł Huryn

The Product Compass

The #1 AI & PM newsletter. Actionable tips, resources, and step-by-step playbooks to learn by doing. Improve product sense and AI intuition.
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