Agentic AI changes what matters in GPU infrastructure. It's not just FLOPs anymore.
Long-context reasoning, large KV caches, retrieval pipelines, and concurrent tool calls make memory capacity a first-class constraint.
The NVIDIA H200 was built for workloads like these. Ocean Network provides on-demand H200 access from $2.16/hr on a pay-per-use basis.
Run agents on infrastructure built for them: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2062224795979149545
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