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ORIGINAL ALGOTHOUGHTS ARTICLE · September 17, 2026
Build a tested local DuckDB workflow that calculates weekly order metrics, produces a reproducible JSON brief and gives an AI assistant a focused business-review task.
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BY JASON EAD
Package a recurring business-brief workflow as an agent skill, with a reusable template, a worked handoff and checks that keep missing decisions visible.
BY JASON EAD
Build a tested validation boundary for AI-generated business data with Pydantic, strict types, source checks and a separate human-review step.
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