About

I'm Teng Li, a machine learning engineer in Seattle. I work on AI agents in production — specifically the unglamorous parts: tool integrations, connectors, and the gap between "spec-compliant" and "actually works when a model drives it."

Writing here about MCP servers, tool design for LLMs, eval harnesses, and the economics of agent systems.

Elsewhere: GitHub · tengli.global@gmail.com