AnalysisTutorial / 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.

Before this

  1. Sep 29, 2026Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3
  2. Sep 28, 2026NVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring
  3. Sep 28, 2026Add Runtime Controls to AI Agents with NVIDIA OpenShell
  4. Sep 28, 2026How NVIDIA DSX MaxLPS Maximizes AI Factory Throughput and Efficiency
  5. Sep 28, 2026Welcome RL Environments to the hub
  6. Jun 10, 2026DiffusionGemma: 4x faster text generation

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