Liatir is a local-first bioinformatics desktop application, like a virtual lab. It runs bioinformatics tools, custom plugins, local AI Models, pipelines and more, all from a single visual interface, entirely on your own machine, without sending any data to some cloud service.
Reliability testing for probabilistic AI decisions in system-one-models: you describe the decision once in a small Decision Contract, run a dataset through any backend, and get one reproducible reliability report with CI-friendly PASS / WARN / FAIL gates. DecGuard measures accuracy and calibration, fuzzes behavioral invariants, compares model versions, and checks production records offline.
Scrollcase packs an entire environment and the code it runs — like an LLM or a scientific model — into a single, self-contained, portable and signed archive: a box.
A box declares one runtime, python, node or native. All three are built, signed, verified and run the same way.
You give that box to someone else. They unpack it and run it — that's it! Nothing to install: no interpreter, no pip install, no compiler, no Docker, no dependencies to maintain.
