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ENTITY Bartosz Kotrys

Bartosz Kotrys

PulseAugur coverage of Bartosz Kotrys — every cluster mentioning Bartosz Kotrys across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_347378 ·

    New method debugs AI agents by analyzing execution history

    A new approach to debugging AI agents focuses on analyzing the agent's execution history rather than just the final code. This method involves examining saved sessions to identify repeated failures, ignored instructions…

  2. TOOL · CL_204733 ·

    Claude multi-model orchestration backfires on benchmark, costing more for less

    An experiment wiring four Claude models together for the Terminal-Bench 2.1 benchmark revealed significant drawbacks to multi-model orchestration. The setup, which aimed to use a powerful model for oversight and cheaper…