Yup that's about right - the tool is LLMs generating infra code or docker code as needed as well as a mechanic that feeds cluster usage/consumption to try to scale things up and down at the pod & node level.
We have humans in the loop to generate more and more labeled data for retraining. Wish I could open it up for trial/general use but we're a bit early for us to open up self-serve
I've been building production grade k8s specifically for ML workloads for most of my career. Infra is my bread & butter and my goal with Milk is to take years of infra work and automate it.
The signup at the moment is a quick 15m intro call. Happy to chat about the product or just hear about your infra struggles <3
All this daily anti musk rhetoric veiled in pro science narratives and not one comment on every other entity milking academic budgets. There’s plenty of examples.
Glad there's someone else who's seen the light, I'll never go back :). I wish it was more natively supported, it might make me make the switch to MacOS for good (well if they fix their new trash keyboards and ditch USB-C).
I used to use chunkwm and yabai but ultimately shifted away from using it after I got an ultra wide monitor. It’s a pretty faithful recreation of bspwm and sxhkd but I do feel like that form of tiling doesn’t work that well on ultrawides. Something more akin to xmonad like amethyst or i3 (equivalent doesn’t exist to my knowledge) seems more useful in that realm.
I’m now using hammerspoon to handle window management. I do wish that there was more support for this baked into MacOS itself, the performance of all of these is quite bad compared to their counterparts in Linux.
My read is that there's a lot more competition now. The M1 just isn't as competitive with (for example) the NR200 being so similar, 1/2 the price, and produced by a major manufacturer/system integrator.
It's not the SFF case that I'm using now, but it's the one I used the longest and was certainly the most versatile. If I hadn't decided to build my first custom loop in the Meshlicious, I'd still be using my M1 today.
Given that the ncase is now out of production this may be one of the best sub 10L cases out there. Hybrid 2 slot card in my ncase would likely slot perfectly fine in this guy.
Also y'all gotta stop hating on this price it's actually very reasonable in the sff pc case market.