AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Structured-output defect rates vary hugely by model, from 82% valid on DeepSeek Chat v3.1 to near-perfect on others. Gateway-side JSON repair lifts most of them past 99%, turning a class of intermittent AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → failures into a settings toggle.
