Dr. Leo

Dr. Leo Li

thinking on ai era

Agent Army Architect

Dr. Leo is an Agent Army Architect and AI infrastructure innovator working at the intersection of AI systems, networking, and high-performance computing. His work explores Guided AI Engineering—a practical approach combining human-in-the-loop development with structured workflows to make AI systems more reliable for real-world engineering.
Recently, his focus has expanded toward agent-native applications and infrastructure ecosystems, with an emphasis on Agent Runner and the mailbox protocol—a shift from request/response APIs to persistent, message-driven agent coordination. In this model, software acts as a routing and orchestration layer, enabling scalable, asynchronous collaboration across large numbers of agents. Multiple Agent Experiments at Agents Experiments

Dr. Leo
FocusAgent orchestration, GPU Clusters
EducationWisconsin-Madison, USTC
DirectionAI Native Infrastructure

Blogs

Agents Experiments

Books

Beyond Algorithms cover
Beyond Algorithms

On intelligence, structure, networks, and the philosophical edge of computing.

Behind Algorithms cover
Behind Algorithms

From CUDA cores to the practical mechanics of large-scale GPU fabrics.

Between Algorithms cover
Between Algorithms

How infrastructure shifts the way intelligence is built, interpreted, and lived with.