AI Product Management

The Ultimate Guide to Claude Opus 4.7

What changed, the 10 migration moves, and 10 highest-ROI levers to keep costs down.

Apr 18 • Paweł Huryn

Claude Cowork Is Out. Here's When You Still Want Claude Desktop.

How to unlock autonomous AI agents in Claude Desktop—with full system access, even on Windows

Jan 16 • Paweł Huryn

Stitch vs. Google AI Studio vs. Firebase Studio

The real problem isn’t the tools. It’s starting at the wrong layer too early. A practical guide to team workflows that actually work.

Dec 14, 2025 • Paweł Huryn

Dyad: A Free, Powerful Alternative to Lovable

Prototype and build web apps fast — no coding, 100% free, and open source.

Dec 7, 2025 • Paweł Huryn

How to Build Autonomous AI Agents: The Skill That’ll 10x Your Career

Agents are no longer demo toys. They can now reliably plan, execute, reflect, and adapt without detailed instructions. A step-by-step recording of a…

Nov 20, 2025 • Paweł Huryn

Gemini File Search API Explained: A Practical Handbook for PMs

What Google’s “RAG-as-a-Service” really gives you, what it hides, and how to ship document-aware AI prototypes in hours. No coding.

Nov 17, 2025 • Paweł Huryn

OpenAI Agent Builder & ChatKit: The Real Feature Everyone Missed

Agents can now control your app’s UI — and it changes everything. Meanwhile, everyone talks about workflows.

Nov 9, 2025 • Paweł Huryn

C21. AI Agents Practitioner PM (AI PM Learning Program)

A complete path: lessons, projects, certification, support, and your digital PM portfolio with a free C20 AI Agents Certified PM certificate.

Nov 3, 2025 • Paweł Huryn

A PM's Guide to Evaluating AI Agents

Evaluate actions, not words. A step-by-step AI agent evaluation framework with n8n templates and practical examples.

Oct 27, 2025 • Paweł Huryn

The Ultimate Guide to n8n for PMs

How to build LLM workflows, agentic workflows, and AI agents in n8n without coding. Best practices, common mistakes, and ethical hacks for the n8n…

Oct 20, 2025 • Paweł Huryn

C11. LLM Practitioner Certified PM (AI PM Learning Program)

A complete path: lessons, projects, certification, support, and your digital PM portfolio

Sep 28, 2025 • Paweł Huryn

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.

Sep 22, 2025 • Paweł Huryn

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