NVIDIA NeMo turns agent failures into tests and harness fixes

[NVIDIA] NVIDIA said in a blog post dated November 3, 2026 that developers can use NVIDIA NeMo to turn production evidence from agent failures into prioritized issues and custom evaluations, helping improve prompts, tools, models, memory, skills and harness code. According to NVIDIA, the approach is meant to convert production failures into reusable tests and fixes.