Platforms built for production, not demos.

Compact multilingual text embedding model — ~41M params, trained from scratch for Arabic, English, and Urdu retrieval. 384-dimensional outputs, up to 512-token context, fully reproducible. Apache 2.0.

Autonomous software-engineering agent that lives in your terminal. Investigates your repository, plans changes, edits files, verifies with your tests, and reports with evidence. Model-agnostic, safe by design.