// Link · 3 June 2026

AI Agents Don't Fail Because of the LLM. They Fail Because of the System Around It.

Most production (AI) agents don't fail due to an unreliable language model (LLM). Agents most commonly fail because of an unreliable environment in which they are running. The same issues that cause an individual action by the agent to be poor include retries causing redundant actions; stale or old...

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