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Aug 14, 2026 · Artificial Intelligence

Why AI Agents Fail: The Three‑Layer Harness, Loop, and Graph Architecture

The article explains that AI agent failures are rarely due to model intelligence and instead stem from three engineering layers—Harness, Loop, and Graph—detailing how tool access, verification loops, and workflow graphs affect reliability, and provides a checklist for diagnosing which layer is broken.