… View all posts by Ali Golshan View all posts by Ali Golshan About Alex Watson Alex Watson is senior director of product at NVIDIA AI, helping lead product efforts for OpenShell and synthetic data. …
… How to use the NVIDIA DeepStream coding agents to generate complete vision AI pipelines from natural language prompts with Claude Code. To watch a recording showing how to build a DeepStream vision AI pipeline using Claude Code or Cursor, click here . …
… Tools like Claude Code and Codex make hundreds of API calls per coding session, each carrying the full conversation history. Behind every one of these workflows is an inference stack under significant KV cache pressure. Lets take Claude Code as an example. …
… Anthropic’s April 23 Claude Code postmortem gives a concrete production example of this policy: thinking from previous turns can be cleared on session resume to reduce the prefill burden after the cached prompt has expired. …
… Beginning his career as a licensed civil engineer, Michael pivoted from transportation infrastructure project management and operations to owning NVIDIA’s global core computer vision product marketing strategy, as well as product feature definition for DRIVE AV. …
… Step the sensor simulation and retrieve rendered outputs products = renderer.step render products={"/Render/Product Robot 01"}, delta time=1.0/60 4. …
… His experience spans the full AI stack, from GPU kernel optimization to AI product leadership. Before NVIDIA, he led the team at IBM Research that shipped the Watson Code Assistant, one of the earliest large-scale generative AI products. …
… 8 MIN READ Apr 17, 2026 Full-Stack Optimizations for Agentic Inference with NVIDIA Dynamo Coding agents are starting to write production code at scale. …