200,000 Vibe-Coded Projects Launch Every Day. Almost None Get Customers.

Everyone is celebrating how fast you can build. Nobody is asking whether you should.

The Agent Bottleneck Isn't AI - It's Product Management

Zapier says it has 800+ AI agents deployed internally, more than its employee count, and 89% AI adoption across all employees. Postman says its Agent Mode can save developers up to 1,150 hours per year. Cogent says customers have cut the time critical vulnerabilities stay open by 97%. The

Karpathy’s LLM Wiki Points to a New AI Product Moat

Karpathy’s LLM wiki idea points to a bigger shift: AI products may win by maintaining compounding knowledge infrastructure, not just answering questions.

Claude Code Source Code Leak: Everything You Need to Know

Anthropic shipped a source map to npm by accident. 512,000 lines of Claude Code exposed. Here are the 7 things every PM should take away.

Upskill or Get Abstracted

What the AI era actually demands from product managers

5 Things We Learned Running an AI Agent 24/7

What 24/7 usage of AI Agents taught us about reliability, context, and voice UX.

Decoding OpenClaw: What the Fastest-Growing AI Agent Teaches PMs About Building Autonomous Systems

An open-source project hit 200K GitHub stars in under three months. Its architecture is a blueprint for how AI agents will be built - and every PM should understand why.

10 Claude Code Secrets from the Team That Built It

Anthropic's internal playbook - and what PMs can steal from it

Context Graphs and the Product Decision Problem

Why product decisions are harder to capture than operational ones

The AI Prompt That Simulates Real PM Interviews (So You Stop Practicing the Wrong Way)

Your interviewer is using AI. Time you did too.

6 Frameworks Every Aspiring Product Manager Needs to Crack Any PM Case

Because “Let me think about this for a moment” only buys you 30 seconds.

101 Terms Every AI Product Manager Should Master.

Are You Speaking the Code?

Beyond Prototyping: Why Systems Thinking Is the New Superpower for PMs and Builders

AI has made coding faster and cheaper than ever. But the ability to think in systems - to design products that scale reliably - is what now differentiates great product builders from the rest.

Should You Build or Buy Your Next AI Capability?

A practical guide for Product Managers to cut through the noise and make the right call for their product.

AI Prototyping Mastery for Product Managers: The LoCuS Stack Playbook

Your step-by-step guide to building fully functional prototypes with Lovable, Cursor & Supabase