Agent ATO reconstructs an agent's interaction timeline from raw console logs, no instrumentation required
arXiv·medium signal
arXiv 2609.08301 (submitted 2026-09-08) extracts agent actions from console output and classifies them by tool type, producing filtered timelines that separate file discovery, file reading, file editing and execution. The point is that it works from logs you already have rather than from a tracing SDK you have to adopt. It arrives the same week as several session-visualizer tools taking the same approach from the tooling side.