I used to separate tools into very clear boxes. The editor was for code, the browser was for research, notes were for memory, and scripts were for repetitive work. AI has made those boxes feel much less fixed.
I now think of AI less as a person I ask questions and more as a workbench. It can connect search, drafting, prototyping, checking, and review into one continuous surface. That does not remove the need for judgment. It makes judgment more visible.
The important change is not only speed. It is that the process can be preserved. Why a technical choice made sense, why a product idea was paused, why a piece of code needed to be rewritten: these things used to disappear into private memory. Now they can become readable context.
Lucen Blog will keep notes from this kind of practice: where AI actually improves the work, where it only looks impressive, and how to let it participate without handing over responsibility.
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