Author

Jeongyun Kim

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Preprint Aug 2026

BTS-AgentBench: A Deterministic, Replayable Pipeline from Read-Only Telemetry Logs to Agent Benchmarks

A telemetry-to-episode construction method instantiated as BTS-AgentBench is presented, which normalizes BTS metadata and raw histories into a read-only tool store, compiles static tasks with tool-derived gold answers and evidence, and lifts retained tasks into typed, bounded operator-facing episodes.

Jeongyun Kim · 0 citations