augmntd labs.
Independent projects and research from augmntd. Each one an experiment in how AI can work for people.
Right now, the research here focuses on two things: measuring models in the environment they'll actually live in, and making inference fast enough to use all day.
Companion Bench
A benchmark we're developing inside Cube. It runs models natively in the environment people actually use them, with real files, real context, and everyday tasks. Less about puzzle scores, more about whether a model is actually useful.
Inference stack
Getting more out of open models wherever they run: locally, Swiss-hosted, or in dedicated deployments. We're working the pipeline end to end so the right model can keep up with real work.
Experiments.
Small, fully-featured apps we build quickly to try a new model, a new interaction, or a new idea in a real product.
Learn more Auglie · 2025
Virtual try-on for fashion. See how new pieces look on you, style them with what you already own, and build outfits that actually work.
Learn more Thoughts · 2024
A journal that creates long-term context about yourself. Building on insights from Mind, Thoughts captures your memories and reveals the themes in your life.
Mind · 2023
Knowledge collection and discovery with proactive assistance. Our first exploration of agentic chat patterns and long-term agent memory.
More to come.
We're always experimenting. Follow our journey as we explore new ideas.
