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Notes from two years of building explainable AI.

38 posts on AI strategy, integration, and what it takes to ship systems your team can trust.

We thought agentic AI would solve AI flashcards quality. Generate, review, update — the classic loop. It produced beautiful cards. Then our users told us the truth. Evals told us why.

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2025

2024