Research
Experiments we publish, not hoard.
A running log of what we're investigating. Findings land in repositories with code, READMEs and releases — no paywalls, no embargoes.
Areas
Active research lines
Four threads we keep pulling on. Each one is funded by the projects it makes possible.
01
LLM Applications
Practical, production-minded use of large language models — from commit generation to codebase understanding.
→ GitAI · DevOS AI
02
AI Agents
Tools that reason over code and take actions: structured context extraction, ranking pipelines and agent loops.
→ DevOS AI
03
Code Intelligence
Static analysis, architecture discovery and repository navigation powered by a mix of ASTs and LLMs.
→ RepoArch · GitAI
04
Bioinformatics
Applied AI for genomics — sequence workflows and research infrastructure built in the open.
→ GenomeAI