







The Xous microkernel
Xous: A Pure-Rust Rethink of the Embedded Operating System
Xous is a message-passing microkernel implemented in pure Rust, targeting secure embedded applications. This talk covers three novel aspe...

Megakernel: Matching Apple Silicon Efficiency at 2x the Throughput on a RTX 3090
The first megakernel for hybrid DeltaNet/Attention LLMs. 413 tok/s at 1.87 tok/J on a 2020 RTX 3090, matching M5 Max efficiency at 1.8x throughput.

Cua on Twitter / X
1/ Today, as part of our broader research into Apple Silicon virtualization, we're releasing a process-scoped Metal capability layer for macOS VMs. On one M1 Ultra, prompt / generation:TinyLlama: 11.08× / 16.36×Gemma 4 12B: 7.20× / 14.54×Muse Glimmer 30B: 7.55× / 8.87× pic.twitter.com/6UwxgoDowT— Cua (@trycua) August 11, 2026

Deploy Hyper-Converged Ceph Cluster
Proxmox VE unifies your compute and storage systems, that is, you can use the same physical nodes within a cluster for both computing (processing VMs and containers) and replicated storage. The traditional silos of compute and storage resources can be wrapped up into a single hyper-converged appliance. Separate storage networks (SANs) and connections via network attached storage (NAS) disappear. With the integration of Ceph, an open source software-defined storage platform, Proxmox VE has the ability to run and manage Ceph storage directly on the hypervisor nodes.
Xteink X4
Meet Xteink X4, the palm-sized eReader with magnetic back. Just 74g and 4.9mm thin, it delivers a paper-like reading experience in a minimalist design. Snap it, carry it, and read anywhere—perfect for modern readers on the go.

clandestine.eth 🦇🔊 on Twitter / X
Heterogeneous acceleration on Apple Silicon achieved.ANE + GPU running in parallel.Mirror SD with DFlash, ported to MLX — targeting ANE + GPU simultaneously.The M-series was designed for this. We just hadn't unlocked it yet. pic.twitter.com/raSH0CMN4V— clandestine.eth 🦇🔊 (@0xClandestine) April 15, 2026

PL Series|Mini PCs|ASUS Global
Ultraslim and reliable Mini PCs with rich I/O connectivity, designed for vertical markets

microsandbox - Every agent deserves its own machine
Run lightweight microVMs locally. Programmable networking, custom filesystems, secrets that never leak.
Intel Xe VFIO Driver: GPU Virtualization Enters the Mainstream
Intel Xe VFIO driver in Linux 6.19 enables SR-IOV GPU virtualization for multiple VMs. After 20+ years in infrastructure: this changes…

Commons Computer
@commonscomputer.com
Part of the #CommonsComputer project by @dwebyvr.org Visit the forum for more info forum.commonscomputer.com/c/commons-computer/11/none Admins: @bmann.ca @chadkoh.com @daffl.xyz @hyl.st