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The model is fine. The session is broken.

calendar_today May 7, 2026 person Matthew O'Riordan domain ably

The model isn’t the problem. In production, AI agent sessions break because the transport layer wasn’t built for stateful, long-running interactions. Based on interviews with 38 companies, this post diagnoses four recurring failure modes and the case for durable sessions.

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