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Production agents also change state. If an agent claims it updated a CRM, opened a PR, changed cloud config, or triggered a workflow, the eval should verify what actually happened. Agent Judge can inspect tool evidence, database logs, aud
We built Agent Judge to evaluate long-horizon agents. As agents take on longer tasks, the evidence needed to evaluate them gets buried across tool calls, retries, logs, database updates, and final outputs. Evaluating these agents requires
Simple LLM judges break because long-horizon trajectories do not fit into a context window. They either see a narrow slice of the run, or try to ingest a long dense trajectory and miss the evidence in the middle. Agent Judge gives the eva