The Agents-in-Production Consensus: It Was Never the Model

Practitioners converge on an unglamorous truth — agents fail on timeouts, bad schemas, and missing state machines, not on model intelligence.

A quiet consensus is hardening among people who actually ship agents, and it cuts directly against the model-centric narrative. As @ferlogs_ put it, "Agents fail less on the model and more on the boring stuff: timeouts, bad tool schemas, silent retries." The failure modes are mundane, which is precisely why they get overlooked in a discourse obsessed with benchmark scores.

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