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NVIDIA Developer Blog

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17:59
2026-10-01
developer.nvidia.com
artificial-intelligence

Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples

NVIDIA released DIN Deploy, an open-source collection of C++ samples that pairs ONNX Runtime with the NVIDIA TensorRT RTX execution provider to run AI models locally on Windows and Linux. The reposito…

20:54
2026-09-30
developer.nvidia.com
artificial-intelligence

Deploying an HSTU Generative Recommender with NVIDIA Dynamo-Triton

NVIDIA Dynamo-Triton now supports an end-to-end Hierarchical Sequential Transduction Unit (HSTU) generative recommender inference workflow via the NVIDIA recsys-examples repository, achieving best-cas…

16:00
2026-09-30
developer.nvidia.com
ai-agents

Tracing Agent Harness Behavior with NVIDIA NeMo Relay

NVIDIA published a tutorial showing developers how to trace Hermes Agent behavior with NVIDIA NeMo Relay, running two Hermes Agent examples and inspecting the resulting traces for model and tool calls…

08:55
2026-09-28
developer.nvidia.com
ai-agents

Add Runtime Controls to AI Agents with NVIDIA OpenShell

NVIDIA released OpenShell 0.1.0, an open-source runtime that enforces which systems and data an AI agent can access through sandboxed execution, controlled service access, credential management, and f…

15:00
2026-09-24
developer.nvidia.com
machine-learning

Efficient MoE Training for Biological Foundation Models

NVIDIA published a tutorial showing how its Transformer Engine (TE) and BioNeMo MoE recipe cut the overhead of training mixture-of-experts biological foundation models, using GroupedLinear to submit e…

17:16
2026-09-22
developer.nvidia.com
ai-infrastructure

Topology-Aware Workload Scheduling with NVIDIA Topograph

NVIDIA released Topograph, an open source toolkit that discovers cluster network topology from cloud APIs or on-premises fabric systems and publishes it as Kubernetes node labels, Slurm topology confi…

12:00
2026-09-22
developer.nvidia.com
robotics

Accelerating a ROS 2 Node with an AI Agent and NVIDIA Isaac ROS

NVIDIA contributed a CUDA buffer backend to ROS 2 Lyrical that lets ROS 2 nodes exchange GPU-resident payloads through zero-copy transport when runtime conditions allow, and all nodes in NVIDIA Isaac …

21:05
2026-09-21
developer.nvidia.com
ai-agents

How to Evaluate AI Agents From Tool Calls to Task Completion

Agent evaluation has shifted from scoring single function calls to scoring full tasks in a live execution environment, according to an analysis citing the Berkeley Function-Calling Leaderboard (BFCL),…

19:04
2026-09-18
developer.nvidia.com
large-language-models

Benchmarking LLM Inference at Scale with AIPerf

NVIDIA released AIPerf, a ground-up rewrite and designated successor to GenAI-Perf, as a multiprocessed LLM inference benchmarking tool that coordinates worker processes and record-processor services …

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