AI agent failures in production occur when autonomous AI systems produce incorrect outputs, misuse tools, lose critical context, or deviate from their intended behaviour during real-world tasks. These failures can occur even when an agent performs successfully in controlled tests. Unlike a standalone language model, a production AI agent interacts with tools, external data, APIs,…
