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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…

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