Skip to content
HappyVoxel

An AI research lab · trusted by OpsCom

A lab for happy AI.

We research agents, models and the infrastructure they run on, keep the ideas that spark joy, and ship them as tools people can rely on.

From orbit to the bench

Scattered experiments become tools you can keep.

Trusted by

OpsCom

From the lab

Two products out. More steeping.

01Landing page soon

granny

Work first, play after.

A strict macOS task enforcer. granny asks what you are doing today, blocks the entertainment while you work, checks your claims, and unlocks the fun only when the list is done. She keeps a ledger of your day offs and is not impressed by them.

02Live

Neuroparticles+

Neural dots that learn to hunt.

An artificial-life simulation where every dot runs its own tiny neural network. Three species share a field in a rock-paper-scissors loop, and a genetic algorithm breeds the best hunters. Nobody programs the behavior; it comes out of local sensing and selection pressure.

What the lab does

Two tracks. One lab.

01

Experiments

We chase ideas that might be nothing: agent architectures, fine-tuning runs, odd little interfaces. Most stop here, cheaply, and that is the point.

  • AI agent architectures
  • Fine-tuning & distillation
  • Evaluation harnesses
Browse the code

02

Products

The ideas that survive get hardened into tools people can depend on: documented, tested, maintained, and free wherever we can make that work.

  • AI where it earns its place
  • Open source by default
  • Small, sharp, single-purpose tools
See the products

Research

Questions we keep pushing on.

No fixed roadmap. These are the areas the lab keeps coming back to, in prototypes and in products.

  • 01AI agents
  • 02AI-native agents
  • 03Agent infrastructure
  • 04Machine learning
  • 05Deep learning
  • 06Fine-tuning
  • 07Evaluation & benchmarks
  • 08Model serving & inference

How we work

From wild idea to shipped tool.

  1. 01

    Prototype

    A rough, running thing in days, not months. The point is to feel whether the idea has legs.

  2. 02

    Judge

    Most experiments stop here. The ones that make us grin get written down and scoped into a product.

  3. 03

    Harden

    Tests, docs, edge cases — the boring work that turns a demo into something people can trust.

  4. 04

    Ship & keep

    We release early, listen, and maintain what we ship. No abandoned tabs, no forgotten repos.

Have an idea worth building?

Tell us what you are making — or what should exist. Someone from the lab replies within two business days.

Work with the lab