To understand what this shift feels like outside of diagrams and architecture discussions, it helps to step into a more ordinary setting, one that looks less like a research lab and more like a familiar developer workspace where the distinction between experimentation and production is often intentionally blurred. Consider a developer working on a small internal engineering platform for a distributed team. The system is not meant to impress externally. It is not a demo or a showcase product. It
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