十方空烬 · Ember ☄️

LLM applications, agents, RAG, backend engineering, distributed storage, cloud infrastructure, Kubernetes CSI and OpenStack Cinder.

Model training and fine-tuning, multilingual evaluation, inference optimization and full-stack AI product engineering.

Evidence Agent and Bilingual Patch Contracts: public demos, inspectable tool traces and reproducible multilingual evaluations.

Open-source collaboration, reproducible AI evaluations, agent engineering and technical discussions.