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

<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-768x432.png" class="webfeedsFeaturedVisual wp-post-image" alt="A glowing network cube connected by green arrows to a developer, code blocks, a checklist, and a rising bar chart." style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-768x432.png 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-179x101.png 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-300x169.png 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-625x351.png 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-645x363.png 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-660x370.png 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-500x281.png 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-160x90.png 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-362x204.png 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-196x110.png 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-1024x576.png 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-960x540.png 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow.webp 1117w" sizes="(max-width: 768px) 100vw, 768px" title="agentic-workflow" />Turn production evidence into prioritized issues and custom evaluations that help you improve prompts, tools, models, memory, skills, and harness code. When you...<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-768x432.png" class="webfeedsFeaturedVisual wp-post-image" alt="A glowing network cube connected by green arrows to a developer, code blocks, a checklist, and a rising bar chart." style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" loading="lazy" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-768x432.png 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-179x101.png 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-300x169.png 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-625x351.png 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-645x363.png 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-660x370.png 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-500x281.png 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-160x90.png 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-362x204.png 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-196x110.png 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-1024x576.png 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow-960x540.png 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/agentic-workflow.webp 1117w" sizes="auto, (max-width: 768px) 100vw, 768px" title="agentic-workflow" /><p>Turn production evidence into prioritized issues and custom evaluations that help you improve prompts, tools, models, memory, skills, and harness code. When you build an agent for your domain, generic benchmark scores may not explain its failures. An agent might choose the wrong tool, follow the wrong workflow branch, miss relevant context, use an unnecessarily expensive model…</p> <p><a href="https://developer.nvidia.com/blog/use-nvidia-nemo-to-turn-agent-failures-into-tests-and-harness-fixes/" rel="nofollow" data-wpel-link="internal" target="_self">Source</a></p>