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The Ultimate Guide to AI Observability and Evaluation Platforms
Every AI observability & eval platform, explained. LangSmith, Langfuse, Arize, OpenAI Evals, Google Stax, PromptLayer & more. With real examples.
 • Paweł Huryn
1
AI Product Management
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The Ultimate Guide to AI Observability and Evaluation Platforms
Every AI observability & eval platform, explained. LangSmith, Langfuse, Arize, OpenAI Evals, Google Stax, PromptLayer & more. With real examples.
 • Paweł Huryn
1
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
5
Step-by-Step: Three Essential APIs to Interact With LLMs
With 3 exercises: Build a simple chatbot (Lovable + Chat Completions API), a chatbot with file search (Lovable + Response API), and a chatbot that can…
 • Paweł Huryn
2
14 Prompting Techniques Every PM Should Know
Prompting isn't dead. It’s never been this critical. And it’s no longer optional. Your future employer will assume you know it.
 • Paweł Huryn
1
Zooming Out: The AI PM Learning Program
A structured path for AI PMs: follow step-by-step guides, track your progress, and build a portfolio that stands out
 • Paweł Huryn
19
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
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
5
A Guide to Context Engineering for PMs
Context engineering is the new prompt engineering. And it’s becoming the most critical AI skill.
 • Paweł Huryn and Miqdad Jaffer
14 Principles of Building AI Agents (Learned the Hard Way)
What I learned by building 50+ AI agents and copying the Multi-Agent Research System by Anthropic. Best practices and mistakes to avoid.
 • Paweł Huryn
I Copied the Multi-Agent Research System by Anthropic. No Coding!
A deep research n8n template with step-by step instructions. You can use those techniques for competitor analysis, outbound marketing, or lead…
 • Paweł Huryn
3
The Ultimate Guide to AI Agents for PMs
What is an AI agent? How to build an AI agent? Multi-agent systems, AI agent frameworks, recommend tolls, resources, and more.
 • Paweł Huryn
2
AI Evals: How to Find The Right AI Product Metrics
Generic metrics, such as “hallucination” or “toxicity,” often miss domain-specific issues. Here's what the best AI teams track instead and how they…
 • Paweł Huryn
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
9
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
4
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
1
The Extended Opportunity Solution Tree
Case Study: Capturing value for the business. What can Product Managers learn from Impact Mapping?
 • Paweł Huryn
3
Case Study: Customer Journey Map With Operating Principles
A proven way to boost teamwork and better serve your customers with operating principles
 • Amy Mitchell
6
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
7
Product Strategy
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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
5
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
5
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
2
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
Three Proven Strategies to Monetize AI Features in SaaS (Q4 2024)
How to Monetize AI: The State of AI Monetization Across the 500 Top Players in SaaS
 • John Kotowski, Rob Litterst, and Paweł Huryn
1
Six Things I've Learned Scaling My Newsletter to $126K ARR
In 2024, my LinkedIn views fell by over 50%. But my side hustle doubled to $126K ARR.
 • Paweł Huryn
10
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
1
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
4
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
2
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
2
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
3
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
1
What Is Product Operations?
The Golden Standard by Marty Cagan. Scaling with leaders. Do not let the process become the thing.
 • Paweł Huryn
2
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