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Short notes on AI strategy, architecture, and machine learning engineering, adapted from Cesar Romero’s LinkedIn writing.

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Modernizing incrementally

A client recently asked whether they should modernize their monolithic web application incrementally or rewrite it from scratch to make it work better with AI agents. I think that framing is too limiting because it ties …

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