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pl4nty

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[GET] "/api/user/pl4nty/stories?hitsPerPage=30&page=0": 500 Failed to fetch user stories

I had to scroll too far for someone to mention third-party CI. GitHub Actions free runners have always sucked, but the third-party runner ecosystem is really strong for those who can afford it. imo the APIs are far better than the rest of the product - I suspect enterprise customers are strong-arming GitHub to keep them reliable. and there's always third-party CI like tekton if Actions' yaml is too annoying

windows store requires a MS account

they avoid mentioning it, but the Microsoft managed package format (MSIX) works just fine without the Microsoft Store. create an App Installer manifest, stick it on a website, and get semver-d differential updates across multiple architectures for free: https://learn.microsoft.com/en-us/windows/msix/app-installer...

msft have woefully underinvested in the ecosystem and docs though. I wish they'd fund me or others to contribute on the OSS side - electron could be far simpler and more secure with batteries-included MSIX

thanks for this, can't believe I've never come across it. I've been building git scraping tools for years, but didn't know it was a popular pattern

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

Microsoft Store and Xbox games/updates are distributed with a proprietary P2P protocol, which also includes ISP appliances. afaik it's the largest P2P network in the world. https://learn.microsoft.com/en-us/windows/deployment/do/mcc-...

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

Diagram as Code 2 years ago

its layout engine is the real magic for me, it allows complex diagrams that are just unreadable in graphviz or mermaid. a concise DSL and animation support are bonuses too

it's a pain, you'll need to build the images on separate jobs then merge them into a multi-arch manifest. I moved to namespace.so for remote BuildKit builds a while ago and haven't looked back. depot.dev is also good, but pretty expensive

k8s is a lot easier for homelabs than it used to be, and imo it's quicker than nix for building a declarative homelab. templates like this one can deploy a cluster in a few hours: https://github.com/onedr0p/cluster-template

here's my home assistant deployment as a single file: https://github.com/pl4nty/homelab/blob/main/kubernetes/clust...

I deliberately nuked my onprem cluster a few weeks ago, and was fully restored within 2 hours (including host OS reinstalls). and most of that was waiting for backup restores over my slow internet connection. I think the break even for me was around 15-20 containers - managing backups, config, etc scales pretty well with k8s.

Nvidia's SODIMM compute module interface can prove this concept already. I have two 7W ARM Turing RK1s arriving soon, each with PCIe 3x4 at 4GB/s, and the Turing Pi 2 cluster board can fit four in an ITX form factor. I'm expecting over 3Gbps per watt at a total cost of 820USD

PCIe lanes are the bottleneck so far - even my $90 2TB SSDs are rated at 7GB/s on PCIe 4x4. So I don't think SBCs are the optimal solution yet. Looks like Ampere's Altra line can do PCIe 4x128 at 40W so a 1U blade with 100G networking could be interesting. I've seen lots of bugs and missing optimisations with ARM though, even in a homelab, so this kind of solution might not be ready for datacenters yet

The Cloud Computer 3 years ago

VxRail's the market leader? Last I touched it, it was a mountain of integration faults and vendors pointing fingers at each other. Maybe it's easier in larger or more traditional environments, but I'd be apprehensive of hyperconvered if VxRail's the best available

WSL2 doesn't really use VMs in the traditional sense. msft have invested heavily in lightweight virtualisation (eg better memory management) for certain security features, which allowed WSL to perform well enough without the maintenance/support overhead of WSL1