YV17Labs

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Research & development lab

YV17Labs — Tools for what's next

We explore new technologies and turn them into useful tools.

ls ./projects

01The lab

We build tools wherever something is missing, to meet real needs. Today, mostly around artificial intelligence.

  • Applied research
  • Real needs
  • Model-agnostic
  • Used every day

02Focus

Where we're exploring.

What we're working on today. More will come.

01

AI agents & computer use

Agents that see the screen, click and type — in a sandboxed desktop or on yours. Plugged into any model through MCP.

GhostDesk SpecterChat

02

Backend infrastructure

Backends where security is structural, not a matter of discipline. Small memory footprint, fast cold starts, modular by design.

NestRS

03

Local AI

Models that run on your own machine — Apple Silicon or NVIDIA — behind the APIs your tools already speak, or right in the browser on your GPU.

TokenShooter Pictor

03Projects

What we ship.

Some of our projects live on GitHub. The bigger ones get a home of their own.

TokenShooter

  • WebGPU
  • Transformers.js
  • three.js

A small language model plays a first-person shooter, right in your browser. No server: Qwen3.5 runs on your GPU through WebGPU and, Jev-like, every move is a single token.

NestRS

  • Rust
  • Framework

The Rust framework for modular, scalable backends. You write the business logic; modules, dependency injection and multi-tenant security come built in.

SpecterChat

  • Flutter
  • MCP
  • Desktop

A lightweight desktop chat client for any OpenAI-compatible API — MCP tools with their screenshots shown inline, plus image generation and editing.

Pictor

  • Python
  • Diffusers

An OpenAI-compatible gateway for local image models. Generate and edit images from any chat client, on Apple Silicon or NVIDIA. Ships Qwen-Image.

And more on GitHub

Forks, experiments and work in progress around llama.cpp, MLX and local inference.

github.com/YV17labs ↗

Built to work together: GhostDesk runs on NestRS, and SpecterChat can drive GhostDesk over MCP and generate images through Pictor.

04Contact

Let's build something.

A question, a collaboration, or an enterprise need around one of our projects? Write to us.

hello [at] yv17labs.com