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AI makes feature soup cheap. Before asking an agent to build, run a quick de-complect review: name the concepts, split only the ones that vary independently, and demand proof that any extra moving part helps.
Before adding machinery, ask which ideas have been tied together that should vary independently. Split those first, then build the smallest proof that the split made the system easier to reason about.
AI agents made JobDone move quickly, but the useful lesson was not speed. The bugs showed where the product truth and architecture were drifting, and that became the signal to stop patching symptoms and design a cleaner Local Replica boundary.