ARTICLES & FIELD NOTES

What I am learning in public.

Notes on enterprise AI, agent systems, product judgment, and the work between a demo and a useful product.

Your Company Does Not Need More AI Tools

A practical path from scattered AI pilots to reliable production workflows.

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I Built a Memory Pyramid for My AI Agents

What an AI collaboration system should remember—and what it should forget.

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Building a Second Brain with Data-Warehouse Thinking

A practical approach to organizing long-term context for AI collaboration.

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