AION
Tutorial / explainerAgents & Tool Use · MLOps, Tooling & Infrastructure1 source · Sep 30, 2026

Tracing Agent Harness Behavior with NVIDIA NeMo Relay

An agent can finish a task and still take an inefficient path.

Key points

  • A failed search can trigger another search.
  • A truncated file read can lead to a command fetching...An agent can finish a task and still take an inefficient path.
  • A truncated file read can lead to a command fetching the same content again.
  • A correct final answer hides those extra steps, even though they increase latency and consume tokens.

Sources (1)

Extractive summary: sentences quoted from the sources.