Latest Writing
Field Notes
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When the Router Was Wrong but Confident
A counterintuitive finding from instrumenting a multi-agent router: high-confidence misroutes cost more than low-confidence ones.
Now
Currently building Next Token, a static publication for production AI/ML engineering. Working on tokenizer internals, retrieval pipelines, and MLOps tooling. Reading recent papers on long-context attention and agentic systems.