Obviously the 2025 version will be out of date for the 2026 filing season, though public code means it can always be revived by anyone else.
(previous HN threads: https://news.ycombinator.com/item?id=44182356 https://news.ycombinator.com/item?id=44131901 )
Google appears to have their AI product game together!
I have no illusions that it will work for everyone but there are some really appealing reasons to switch to Linux nowadays, and Fedora Atomic is a really appealing option for those who want to try it out.
It's also really great for development btw - been doing all of my development on it with Homebrew and Flatpaks for over a year now.
See: general electric, RCA, Xerox, GM
This is down to several things:
- Latency - having your own local network, rather than sharing some larger datacenter network fabric, gives around of order of magnitude reduced latency
- Caches – right-sizing a deployment for the underlying hardware, and so actually allowing a modern CPU to do its job, makes a huge difference
- Disk IO – Dedicated NVMe access is _fast_.
And with it comes a whole bunch of other benefits:
- Auto-scalers becomes less important, partly because you have 10x the hardware for the same price, partly because everything runs 2x the speed anyway, and partly because you have a fixed pool of hardware. This makes the whole system more stable and easier to reason about.
- No more sweating the S3 costs. Put a 15TB NVMe drive in each server and run your own MinIO/Garage cluster (alongside your other workloads). We're doing about 20GiB/s sustained on a 10 node cluster, 50k API calls per second (on S3 that is $20-$250 _per second_ on API calls!).
- You get the same bill every month.
- UPDATE: more benefits - cheap fast storage, run huge Postgresql instances at minimal cost, less engineering time spend working around hardware limitations and cloud vagaries.
And, if chose to invest in the above, it all costs 10x less than AWS.
Pitch: If you don't want to do this yourself, then we'll do it for you for half the price of AWS (and we'll be your DevOps team too):
Email: adam@ above domain