
Work about interfaces between people, agents, and infrastructure: AI evals, SearchBench, developer tools, documentation systems, configuration languages, visualization, and the ways teams coordinate through software.
Deep technical work on opaque systems: Linux networking, firewall behavior, fuzzing, IAM, reproducibility, and security boundaries. This is where I investigate how systems actually behave underneath their public interfaces.