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Kent C. Dodds announces an update to the Kody agent that allows browsing by domain for cheaper, faster discovery, after merging 55 pull requests in one day.
PersonaTrail is a benchmark for personalized web agents that uses realistic browsing trajectories to evaluate agents' ability to infer user preferences and recall past information. The paper also proposes PACMem, a memory framework that outperforms existing baselines on both tasks.
EvoBrowseComp is an evolving benchmark with 800 contamination-free questions for evaluating search agents, designed to prevent parametric memorization and maintain temporal freshness through a three-agent framework.