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Why AI Coding Agents Fail in Real Projects: They Don’t Have Persistent State

DEV.to AI·May 29, 2026

The article explains why current AI coding agents fail in real projects due to their stateless nature, which causes them to forget project context and task history. It highlights that software development is a stateful process and introduces a persistent workflow layer to address this limitation.

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Why AI Coding Agents Fail in Real Projects: They Don’t Have Persistent State — DEV.to AI — heapsort-ai