OnTrack: Real-Time Agent Monitoring via Streaming Optimal Transport
This story is from 2026-10-09. It is preserved in the archive; the latest stories are on the live feed.
Autonomous agents execute irreversible actions. A stock trading agent places orders. A trip planner books flights. An IT triage agent restarts production services. Current safeguards are either too slow (post-hoc log analysis) or too expensive (a second LLM watching every step). OnTrack introduces…
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- 2026-10-09 10:06 · DEV Community — AI
OnTrack: Real-Time Agent Monitoring via Streaming Optimal Transport