PersonalAgentEval tests everyday tasks against accounts with substantial prior history. Its X report highlights a pharmacy task where most agents omitted a previously promised caregiver notification.
OpenAI's Cookbook provides a synthetic support-agent optimization sprint comparing prompts, tool controls, model routing, caching, and offline follow-up; its default simulation is not a production performance benchmark.