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Notes

Notes on building practical AI systems, replacing manual workflows, and navigating the gap between what AI promises and what it delivers.

March 2026Strategy

Replace One Workflow, Not Ten

The strongest AI implementations usually start with one painful operational workflow, not a broad transformation plan. Replace one workflow well, earn trust, and expand from there.