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Your Agent Didn't Fail. Your Harness Did. — Vinoth Govindarajan, OpenAI

AI Engineer · Jul 29, 2026 · Engineering Insights

Most production agent failures are harness failures, not model failures

“Silent success gives you a lie.”

An OpenAI infrastructure engineer argues that the dominant failure mode in production agents is not model quality but harness design—specifically 'silent success,' where user-visible output looks correct while durable state is never written. The core prescription is a three-part contract: own the state, order the mutation, and prove the action with receipts rather than transcripts. This reframes agent debugging away from prompt engineering toward distributed systems reliability thinking.

agent reliability harness design production systems OpenAI distributed systems

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