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You can't manage what you can't measure. Here's how to build evaluation frameworks that actually tell you if your AI feature is working.

The industry is moving from copilot patterns to agent architectures. Here's what that means for how you design AI products.

Retrieval-Augmented Generation is reshaping how AI products handle knowledge. Here's the PM's guide to RAG architecture, trade-offs, and evaluation.

The AI PM role is the most misunderstood job in tech. Here's what the day-to-day really looks like — from someone who's lived it.

You can't manage what you can't measure. Here's how to build evaluation frameworks that actually tell you if your AI feature is working.

My honest account of the transition — what worked, what didn't, and the one thing I wish I'd known from the start.

After coaching 50+ PM candidates, these are the patterns I see over and over. Number 3 surprised me too.

The industry is moving from copilot patterns to agent architectures. Here's what that means for how you design AI products.

Hiring managers look for evidence you can ship AI products. Here's exactly what to include and how to present it.

Retrieval-Augmented Generation is reshaping how AI products handle knowledge. Here's the PM's guide to RAG architecture, trade-offs, and evaluation.

Standard PRD templates fall apart for AI features. Here's a battle-tested template that covers eval frameworks, model selection, and failure modes.