Hardware
Developing NVIDIA Holoscan Applications with CLI, Skills, and AI Coding Agents
The blog describes the iterative development of a real‑time endoscopic tool‑segmentation application using NVIDIA Holoscan, HoloHub, and an AI coding agent. Each cycle consisted of engineering-defined
The blog describes the iterative development of a real‑time endoscopic tool‑segmentation application using NVIDIA Holoscan, HoloHub, and an AI coding agent. Each cycle consisted of engineering-defined goals, the agent leveraging the Holoscan CLI, skills, and documentation to implement, test, and benchmark features, leading to higher throughput and lower latency. An ablation study showed that combining all three resources—CLI, skills, and examples—enabled the most efficient and highest‑quality development workflow compared with using any single resource alone.
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Source: NVIDIA Developer | 2026-08-19