The Product Compass
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Actionable insights and resources for Product Managers. Every week.
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17 Penetration & Performance Testing Prompts for Vibe Coders
A complete set of prompts to reverse-engineer your app, uncover attack vectors, identify critical issues, boost performance, and guide future improvements.
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 choices.
Lovable Just Killed Two Apps? Create Your Own SaaS Without Coding in 2 Days
From Dropbox and DocuSign clones to your own million-dollar idea: here’s how I built Accredia in just 16 hours.
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.
A Guide to Context Engineering for PMs
Context engineering is the new prompt engineering. And it’s becoming the most critical AI skill.
Strategic Inflection Point. Can You Shift Fast Enough?
How to avoid Strategy Meltdown. Lessons from Microsoft and Google. Don’t get caught off guard.
AI Product Manager Glossary
80+ key terms across 12 categories critical for AI Product Managers, AI engineers, and AI builders.
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.
How to Build and Scale Full-Stack Apps in Lovable Without Breaking Production
Branching: separate dev, test & prod - a complete no-code guide with proven workflows for building real products (not prototypes) with Lovable.
First Time Ever: Separate Dev, Test & Prod in Lovable (Without Breaking Production)
A complete guide with proven workflows and no-code tools. For makers and teams building real products, not just prototypes, with Lovable and Supabase.
Base44: A Brutally Simple Alternative to Lovable
Full-stack apps in minutes with zero technical skills. All-in-one: Google authentication, database and permissions without leaving the app.
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 generation.
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.
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 leverage error analysis.
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.
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.
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
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.
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.
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.