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2026

Agentic AI in Production: A Delegation Problem, Not a Model Problem

17 minute read

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This post is adapted from a talk I’ve been developing on shipping agentic AI systems at scale — drawing on experience across Walmart, Cigna, and now Twin Health. The thesis: most agent failures aren’t model failures. They’re harness failures.