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AI Product Management

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…
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Paweł Huryn
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
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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.
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Paweł Huryn
4
Beyond Vibe Coding: No-Code B2C SaaS Template With Stripe Payments
Launch and monetize real products. A Lovable template to ship SaaS for your startup, side hustle, or PM portfolio.
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Paweł Huryn
5
AI Agent Architectures: The Ultimate Guide With n8n Examples
8 AI Agent Configurations. 9 Best Practices. 11 Agent Prompting Principles. 3 Agentic RAG Architectures. No Coding.
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Paweł Huryn
4
A Complete Course: How to Build a Full-Stack App with Lovable (No-Coding)
I documented everything step-by-step: UI, database, authentication, roles, and permissions. A 2:16:54 recording.
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Paweł Huryn
Mastering AI Evals: A Complete Guide for PMs
AI Evals are emerging as the top skill for AI PMs. Best practices from 30+ companies and ready-to-use AI Eval templates.
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Paweł Huryn
 and 
Hamel Husain
J.A.R.V.I.S. for PMs: Automate Anything with n8n and Any MCP Server
A Practical No-Code Guide to Setting Up Free n8n Community Edition and Building Voice AI Agents
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Paweł Huryn
6
MCP for PMs: How To Automate Figma → Jira (Epics, Stories) in 10 Minutes
Case Study: Using an LLM Agent & MCP (Model Context Protocol) to transform Figma into 6 epics and 20 user stories in 10 minutes. Without touching the…
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Paweł Huryn
16
A Proven AI PRD Template by Miqdad Jaffer (Product Lead @ OpenAI)
Build and scale AI-powered products successfully. A Product Requirements Document template with an AI PRD case study for Shopify Auto Write.
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Miqdad Jaffer
 and 
Paweł Huryn
10
How to Build a RAG Chatbot Without Coding (AI PM Series)
Learn about RAG, develop a better AI product intuition, and build an AI-powered chatbot for your PM portfolio. A step-by-step guide with ready-to-use…
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Paweł Huryn
12
A Practical Guide to Fine-Tuning for Product Managers
Benefits, examples, case studies, and step-by-step instructions. Everything you need to know to easily apply fine-tuning in practice.
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Paweł Huryn
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