The Backend Flaw Only an Honest API Client Could Find

Backend systems often hide behind unstated frontend conventions. When an AI agent faithfully implemented the API schema—rather than following unspoken UI workarounds—it became the first client to expose a years-old validation bug in production. This reveals a widespread architectural antipattern: backends that rely on caller discipline instead of enforcing critical state guards, a pattern likely affecting many production systems.