It feels like everything is converging right now. Data forms and systems are converging. Agile and Waterfall are starting to look strangely compatible. Software engineering, data engineering, and AI engineering are bleeding into each other.

In this episode, I explore why AI is collapsing boundaries we spent decades creating, and why semantics, architecture, specification, and judgment may matter more as a result.

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