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AI Evals

Expert product management insights and interview preparation strategies related to AI Evals. Proven frameworks and actionable advice to help you stand out.

What I Learned Building Sim, the PM Coaching Assistant
AIProduct Development

What I Learned Building Sim, the PM Coaching Assistant

The first version of my AI coach often gave useful answers, but too many came from the model's general world knowledge rather than my coaching methodology. Rebuilding it forced me to rethink knowledge architecture, behavioral control, evals, model upgrades, and continuous improvement.

August 7, 2026

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