alt.hn

3/16/2026 at 5:09:34 PM

Launch HN: Chamber (YC W26) – An AI Teammate for GPU Infrastructure

https://www.usechamber.io/

by jshen96

3/16/2026 at 8:00:38 PM

> most teams we talk to can't even tell you how many GPUs are in use right now

how can this be? isn’t this a trivial metric to pull from any clouds monitoring service?

to get the good ones (H100+) you generally have to reserve them, a fixed cost you pay monthly and can’t pretend to not know

by claytonjy

3/16/2026 at 6:17:45 PM

No concrete pricing anchors makes this basically useless. Give some estimates for various team sizes even if it’s not exactly what you will charge

by clayhacks

3/16/2026 at 7:42:54 PM

Thanks, really fair feedback. Honestly we're still landing on exact tiers as we work with our early customers. The model is per GPU under management, lower at scale. Happy to chat if you want to learn more — founders@usechamber.com

by jshen96

3/16/2026 at 6:24:41 PM

I/m no expert in this area, but I doubt the longer term plan is build a viable business by selling the product. In a prediction market I'd bet that coming out of AWS they saw this problem first hand and acquisition (really acquihire) is the outcome. Based on the way Amazon operates they should also know it's a. hired by someone else, or b. have your producted copied/cloned by AWS.

by skeeter2020

3/16/2026 at 7:45:23 PM

[flagged]

by takahitoyoneda