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NVIDIA Developer Blog

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16:13
2026-08-12
developer.nvidia.com
ai-infrastructure

How to Choose Full-Stack Observability for NVIDIA AI Factories

NVIDIA published a guide for selecting full-stack observability tools for AI factories, outlining a decision framework that maps components such as GPUs, InfiniBand fabrics, and cluster schedulers to …

19:00
2026-08-11
developer.nvidia.com
artificial-intelligence

NVIDIA JetPack 7.2.1 Adds Agentic Video Skills and T3000 Emulation

NVIDIA JetPack 7.2.1 adds support for PyNvVideoCodec 2.2 on Jetson Thor, enabling Python developers to use hardware-accelerated video encoding and decoding with GPU-resident memory. The release also i…

13:00
2026-08-11
developer.nvidia.com
artificial-intelligence

Route AI Agent Workloads Across Models with NVIDIA NeMo Switchyard

NVIDIA introduced NeMo Switchyard, a library that enables developers to route AI agent workloads across multiple models based on task requirements, cost, and latency, improving efficiency and accuracy…

22:43
2026-07-30
developer.nvidia.com
ai-infrastructure

Run High-Performance Core Math at Scale with NVIDIA nvmath-python

NVIDIA released nvmath-python v1.0, a Python library that provides access to NVIDIA CUDA-X math libraries for high-performance core math operations on CPU, single GPU, or distributed multi-GPU, multi-…

21:09
2026-07-30
developer.nvidia.com
ai-agents

Four Ways to Deploy More Secure AI Agents

NVIDIA's AI Red Team found that the most common failure mode in AI agent deployments is a lack of access control, with many agents holding user credentials accessible to any authorized network user. T…

09:00
2026-07-27
developer.nvidia.com
ai-agents

Six Agent Harness Capabilities for Higher Model Performance

NVIDIA Labs released the Object-Oriented Agents (NOOA) research preview, an open-source Python framework that treats AI agents as single Python classes to improve performance and developer workflow. T…

16:07
2026-07-23
developer.nvidia.com
developer-tools

Debugging Ray Tracing Applications Using NVIDIA OptiX Toolkit

NVIDIA OptiX Toolkit (OTK) provides debugging facilities for GPU ray tracing applications, including consistent checking of OptiX and CUDA API error codes and targeted device-side debug printing. OTK,…

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