Amazing that you comment that on an announcement that is one large effort of many that Apple have been doing to build an open-source ecosystem over many years...
shame they paywalled JWT authn behind their expensive PaaS offering :(
forced us to use an alternative, and paywalling security features in an "open source" product didn't make us feel comfortable for a long-term investment like a db
this is really helpful, thanks. how much are third-party models changing these workflows (LLMs etc)? would you still spend as much time on feature engineering and evaluation? I'm wondering whether any saved time would be refocused on hosting, especially optimizing GPU utilization
it's not as expensive as it looks, if you don't count time. CNC alu and the display would be the biggest costs. other carrier board projects use 3d printing over CNC, but the display/bandwidth is kinda what makes this novel so a lower res wouldn't make sense
really hoping Byran's excellent writeup helps encourage others. SoMs have lowered the barrier to entry and birthed a ton of SBC/carrier communities, but most of their tribal knowledge is buried in discord servers
mainline LTS is good enough to boot and perform well, but it's still missing media and NPU features. as someone who briefly worked on mainlining, I feel the biggest problem is Turing's deceptive marketing - rk3588 and SBCs in general just aren't powerful enough for popular inference workloads like LLMs, let alone training. and ARM (rather than x86) is still very limiting for self-hosting apps
every trufflehog post I've seen on hn has been alarmist clickbait. could've been an opportunity to discuss security tradeoffs of `sub` vs `email` and how to handle `sub` changes, but nope their take is "sub doesn't fix the problem we found"
Steam recently introduced LAN-based P2P to complement their significant appliance/CDN infrastructure, but idk if anyone has pulled it apart yet. and I don't think it does tunnelling like the msft network
reply