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

NVIDIA Developer Blog · Sep 29, 2026 · Engineering Insights

NVIDIA open-sourced TensorRT Model Connect, built from the ground up for coding agents

NVIDIA released TensorRT Model Connect, an open-source collection of AI model reference implementations in C++ built on TensorRT, designed with coding-agent workflows in mind. The project emphasizes parallel work, model-family isolation, reversible changes, and GPU-backed validation as core engineering principles. It signals NVIDIA's push to make its inference stack more accessible to developers building agent-native systems.

nvidia tensorrt open-source inference coding-agents c++

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