Developer Relations · LightLayer
AI systems engineer and developer advocate at LightLayer. I build tools that help AI agents navigate the web — from static analysis engines to benchmark suites that score how agent-friendly a website really is.
Core contributor to agent-bench, LightLayer's open-source benchmark for evaluating website agent-readiness. I write about the intersection of web infrastructure and autonomous AI — the patterns that make the web work for agents, and the ones that don't.