The Product Compass

The Product Compass

Home
PM Resources
Premium
AI Product Management
Glossary
Archive
About
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
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
Meta PM Interview Questions 2025: How to Answer Binary Tradeoffs with Confidence
Most PM candidates default to “it depends.” Here’s why that fails at companies like Meta, and how the best candidates answer instead.
 • 
Paweł Huryn
 and 
Lewis C. Lin
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
The Ultimate AI PM Learning Roadmap
An extended edition with dozens of AI PM resources: definitions, courses, guides, reports, tools, and step-by-step tutorials
 • 
Paweł Huryn
5
WTF is an AI Product Manager?
Want to become an AI PM? Start here: practical resources, step-by-step guides, and everything you need to build key skills.
 • 
Paweł Huryn
4
The Product Compass
The Product Compass
The #1 AI and PM newsletter. Actionable tips, resources, and step-by-step playbooks to learn by doing. Improve product sense and AI intuition.
OUR COURSES
Office Hours Recordings
Continuous Product Discovery Masterclass
From Strategy to Objectives Masterclass
Product Innovation Masterclass
TAGS
Breaking Into Product Management
AI Product Management
Product Discovery
Product Strategy
Product Growth and Marketing
Product Leadership
Product Execution
PM Skills Assessments
APPS
aigents.pm
Generate PRDs, strategies, and ideas in seconds. Review your PM resume.
PM Salary Reports
Review PM salaries by job title and location. Data from thousands of websites, updated weekly.

The Product Compass

AboutArchiveRecommendationsSitemap
© 2025 Paweł Huryn
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture