Ben Viggiano on X: “One more thing we're building. Everything so far runs on your local ha…”

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Ben Viggiano on X: “One more thing we're building. Everything so far runs on your local ha…” | PeekX

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Ben Viggiano

@bviggiano_13

Jun 23

When you have a batch of work and several GPUs sitting idle, proto-tools can spread the batch across all of them automatically. The pieces run in parallel, and the results come back in the original order, so the multi-GPU execution is invisible to your code.

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Ben Viggiano

@bviggiano_13

Replying to @bviggiano_13

One more thing we're building. Everything so far runs on your local hardware, but not everyone has a GPU sitting around. Soon you'll be able to pass device="cloud" in the call and run the same tools on our endpoint instead, with no local GPU required.

Jun 23, 2026, 3:11 PM UTC

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