If my past self walked in and watched me work now, he’d think I’d lost my mind.
On a normal afternoon I’ve got three or four conversations with AI running at once, each one chewing on a different problem. While they work, I’m answering email, checking back with people I owe an answer, reviewing something else entirely. Then a result comes back on the first window, so I dig into that, set it running again, and swing over to the third. By the end of the day I’ve moved a ridiculous amount of work forward, and at no point did I sit still and do one thing.
The old me would have called that scattered — undisciplined, context-switching myself into a fog. Because my whole picture of focus used to be singular: one task, everything else closed, head down until it was done. If I had a real problem to think through, I had to clear the desk to think at all. Anything that looked like today would have read as chaos to me — and honestly, back then it probably would have been chaos, because I didn’t yet know how to be anything but scattered.
Here’s what actually changed, and it isn’t the switching. I still bounce between things all day. What changed is that I can now hold the problem statement of every open thread at once. I know exactly what each window is trying to solve. I can set one running, work another, and pick the first back up without losing my place, because the place never left my head. That’s the whole difference between pipelining and flailing — not whether you’re jumping around, but whether you still know what each thing is for when you come back to it.
Same behavior. Opposite states. The line between them was never visible from the outside, and I couldn’t see it from the inside either, until I’d lived on both sides of it.
I want to be honest about the trap in this, though, because it’s a real one. “Productive fragmentation” is also exactly what avoidance looks like. Staying busy across six windows is a fantastic way to feel like you’re working while you dodge the one hard thing. So how do I know I’m not just fooling myself with a nicer word for scattered? One test: things are actually finishing. The board is clearing. Tasks are getting closed, not only juggled. If the pudding’s got no proof in it, I’m not pipelining — I’m hiding.
And there’s a harder honesty under that. This way of working isn’t an upgrade you can hand to anyone. It only works if you already know what you’re doing. If you’re organized underneath, the tool lets you run four threads instead of one. If you’re lost underneath, it just lets you be lost in four places at once.
So I’ve stopped believing “focused” and “scattered” describe how a desk looks. They describe whether the person sitting at it knows what they’re trying to do. Some people genuinely need one thing at a time to keep that clear, and there’s not one ounce of shame in it — that was me for most of my life. The only thing that changed is that I finally learned to hold more than one thread without dropping any of them.

