Tag: infrastructure

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Mar 04, 20268 min readAgent PlaybookIntermediate60 min build

VideoDB Skills — expose video‑infrastructure primitives to AI agents

VideoDB Skills packages a decade of video-infrastructure battle scars into agent APIs so agents can ingest streams, index and search moments, return playable clips, and run server-side edits.

video agents infrastructure videodb skills

+2 more

streaming ffmpeg

TutorialsUnited States

Open

Dec 11, 20257 min readModel Release BriefIntermediate120 min build

Prototyping Multi-node Pretraining and Staged Inference on NVIDIA Hopper and GB200 NVL72

A concise playbook to validate multi-node pretraining and staged inference on NVIDIA Hopper and GB200 NVL72 systems. Includes procurement and benchmark checklists and example job specs.

NVIDIA Hopper GB200 NVL72 GPT-5 training

+3 more

infrastructure scaling benchmarks