Open sourceOpen-source releaseEfficiency & Inference · MLOps, Tooling & Infrastructure · Agents & Tool Use1 source · Sep 29, 2026

AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect

Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT...Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT Model Connect is an open source collection of AI model reference implementations in C++, built on top of NVIDIA TensorRT.

Key points

  • It began with a practical question: could the performance of the NVIDIA inference stack be made accessible to...

Sources (1)

  • [1]AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect
    NVIDIA Technical Blog · Sep 29, 07:10 PM
    Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT...Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT Model Connect is an open source collection of AI model reference implementat
    It began with a practical question: could the performance of the NVIDIA inference stack be made accessible to...

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Before this

  1. Sep 29, 2026Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3
  2. Sep 29, 2026NVIDIA/TensorRT-LLM v1.3.0rc29
  3. Sep 28, 2026NVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring
  4. Sep 28, 2026Add Runtime Controls to AI Agents with NVIDIA OpenShell
  5. Sep 28, 2026How NVIDIA DSX MaxLPS Maximizes AI Factory Throughput and Efficiency
  6. Jun 10, 2026DiffusionGemma: 4x faster text generation

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