Research Fit
Start from a concrete systems question.
Each project should capture a real problem in agentic intelligence, not just package a prototype.
We turn persistent agent systems research into public systems, reusable tooling, and deployment-ready infrastructure.
They close the loop between frontier ideas, engineering execution, and real-world application feedback.
vLLM Semantic Router is an open-source routing system designed to send each request to the right model and execution path across local, private, and frontier deployments.
Projects are the lab's way of turning technical questions into systems that can be measured, used, and maintained in public.
Research Fit
Each project should capture a real problem in agentic intelligence, not just package a prototype.
Build Surface
Projects need maintainers, interfaces, benchmarks, and clear implementation boundaries.
Deployment Loop
Projects improve by closing the loop between research hypotheses, engineering constraints, and use.