NVIDIA
Agent platforms

Use NVIDIA NeMo to Turn Agent Failures into Tests and Harness Fixes

Our short summary of NVIDIA’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on developer.nvidia.com (opens in a new tab)

Problem

Agents sometimes pick the wrong tool or miss context, causing task failures.

Solution

They built a loop using NeMo Compass to turn trace logs into prioritized test cases, wrote evaluations with NeMo Eval Author, and refined prompts, routing and memory to fix the agent.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on developer.nvidia.com (opens in a new tab)

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