
Nvidia
Giving NVIDIA APIs Real Tool Access for Agents
Most agents never reach production because tool connections stay brittle. Here's what actually works with the current NVIDIA stack.
Deeply-researched, human-written pieces on building with AI image, video and creative tools.

Most agents never reach production because tool connections stay brittle. Here's what actually works with the current NVIDIA stack.

xAI's Aurora model handles image creation and editing through a single API. Here's how developers actually wire it into live websites without hitting the usual rate or quality walls.

NVIDIA hands out hosted NIM endpoints at no cost once you verify a phone number. The catch shows up fast when agent loops start burning through requests.

Production teams are moving past demos. Here are the frameworks, results, and pitfalls that actually show up when agent teams handle live work.