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philipmward.com· weekly· Published 3 days ago

A personal blog of notes from building production AI, covering token economics and cost optimization, the experience of working with parallel AI agents, and questions about judgment and wisdom in models. It combines measured data from the author's own pipeline with reflective, essay-style writing.

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