Projects

Real products, across the whole software stack.

From an operating system to AI moderation to GPU graphics tooling. Some are live and in production, some are in active development. We build them, and we run them.

Waguri

AI moderation & community platform
Live

Waguri is a production AI platform for Discord communities. It runs automated image (NSFW) and text moderation, holds live spoken voice conversations, learns each server's rules, handles appeals with an audit trail, and ships a full web dashboard with subscriptions and per-server billing. It is deployed in real communities and runs continuously on our own hardware, with pay-as-you-go inference as an overflow tier and circuit-breaker failover between providers.

  • Vision + language models for moderation, served from hosted providers with redundant failover
  • Real-time voice: speech-to-text, an in-house webmail-grade IMAP mail stack, and streaming text-to-speech
  • Next.js dashboard, Stripe billing, per-server configuration, appeals and audit logs
AI visionLLMVoice pipelineNext.jsStripeDiscord

Kurono OS

Bare-metal x86_64 operating system
In development

Kurono is a bare-metal x86_64 operating system with a hybrid kernel, written from scratch in freestanding C++17 and x86 assembly, with no C standard library in the kernel and no existing kernel reused as its core. A single bootable image carries a native desktop, a Linux-compatible syscall and runtime layer, a Windows command environment, a package and update pipeline, and a Type 1 hypervisor. It boots on real hardware and runs genuine Wayland software, including a full Firefox build rendering a live web page through its in-kernel compositor.

  • Nineteen hardware drivers, a full TCP/IP stack, and a multi-backend display manager
  • In-kernel Wayland compositor, ELF64 dynamic linker, and Linux syscall runtime
  • Symmetric multiprocessing with preemptive scheduling on secondary processors
Operating systemC++17KCLSMP

Kaiten

DLSS 4 for Minecraft Java
In development

Kaiten brings NVIDIA DLSS 4, both Super Resolution and Frame Generation, to Minecraft Java 1.21, built on a VulkanMod fork and the NVIDIA Streamline SDK. It is real graphics engineering: wiring a modern upscaling and frame-generation pipeline into a game that was never designed for it.

  • DLSS 4 Super Resolution + Frame Generation
  • Built on a VulkanMod fork and NVIDIA Streamline
  • Targets Minecraft Java 1.21
VulkanDLSS 4Streamline SDKJavaGraphics

Anime Hideout

Community platform + desktop app
Live

Anime Hideout is a community platform with member profiles, moderation tooling, appeals, and a companion desktop application with its own public installer and auto-update feed. It is where much of our web and platform craft was first proven, and it still runs today.

Web platformDesktop appAuto-updateModeration

GPU-accelerated autocorrect

Systems + on-device AI
In development

A system-wide Windows autocorrect that recovers heavily mangled typos in real time, using a four-layer pipeline: personal memory, a keyboard and phonetic matcher, and a local GPU language model. On-device, private, and fast enough to run as you type.

PythonLocal GPU LLMWindowsReal-time

Self-hosted mail stack

Infrastructure
Live

Our own mail platform: a Stalwart mail server scoring a perfect deliverability rating, fronted by a from-scratch IMAP/SMTP driver we wrote for an open-source webmail client, plus a multi-tenant domains-and-addresses control panel. We run mail for our own domains rather than renting it, because owning the stack is the whole idea.

StalwartIMAP/SMTPDKIM/SPF/DMARCMulti-tenant
Our work

Each of these explained in full.

Every product and service we operate is documented in detail, including how it works and what it is used for. Support for any of them is available directly from us.