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What's the power hookup to just boot one rack? I'd imagine that's more than you get anywhere in residential areas for a single house.

Hopefully in 40 years we'll all be running miniature cold fusion power or something, so we can avoid burning the planet to the ground.

Depends on the residence. I have personally seen a large house in Brooklyn with dual 200 amp 120/208 volt three phase services (two meters, each feeding a panel.) I have seen someone setup an old SGI rack scale Origin 3000 systems in their garage. I think they even had an electrician upgrade their service to accommodate it.

170 kW

100% this. But don't forget the garden hose running full blast so you can cool it! It's not impossible to get up and running for fun for an hour, but this isn't a run 24/7 kinda setup any more than getting an old mainframe running in one's garage is practical.

> I’m currently using a mix of Zed, Sublime, and VS Code.

Can you elaborate on when you use which editor? I'd have imagined that there's value in learning and using one editor in-depth, instead of switching around based on use-case, so I'd love to learn more about your approach.


Different user, but I prefer to use different editors for:

- project work, i.e. GUI, multiple files, with LSP integration (zed)

- one-off/drive-by edits, i.e. terminal, small, fast, don't care much about features (vim)

- non-code writing, i. e. GUI, different theme (light), good markdown support (coteditor)

I don't like big complex software, so I stay away from IDEs; ideally, I'd like to drop zed for something simpler, without AI integration, but I haven't found anything that auto-formats as well.


My workflow isn't very common. I typically have 3-5 projects open on the local machines and 2 cloud instances - x86 and Arm. Each project has files in many programming languages (primarily C/C++/CUDA, Python, and Rust), and the average file is easily over 1'000 LOC, sometimes over 10'000 LOC.

VS Code glitches all the time, even when I keep most extensions disabled. A few times a day, I need to restart the program, as it just starts blinking/flickering. Diff views are also painfully slow. Zed handles my typical source files with ease, but lacks functionality. Sublime comes into play when I open huge codebases and multi-gigabyte dataset files.


in my case, I use zed for almost everything, and vscodium for three things:

search across all files; easier to navigate the results with the list of matching lines in the sidebar, and traversing the results with cursor up/down, giving full context

git; side-by-side diff, better handling of staging, and doesn't automatically word-wrap commit messages (I prefer doing that myself)

editing files which have a different type of indentation than what is configured in zed, since zed does not yet have autodetect


> This takes a fairly large mindset shift, but the hard work is the conceptual thinking, not the typing.

But the hard work always was the conceptual thinking? At least at and beyond the Senior level, for me it was always the thinking that's the hard work, not converting the thoughts into code.


The large open-weights models aren't really usable for local running (even with current hardware), but multiple providers compete on running inference for you, so it's reasonable to assume that there is and will be a functioning marketplace.


It used to be that the answer was logprobs, but it seems that is no longer available.


> Of course there is undefined behavior that isn't security critical.

But undefined behavior is literally introduced as "the compiler is allowed to do anything, including deleting all your files". Of course that's security critical by definition?


Arguably the effort presented assumes the context of LLVM, where there is information on the actual compiler behavior.


I've been thinking a lot about that lately, and I agree. I used to be hard in the "You can't solve social problems with technical solutions", but that's not the whole truth. If people aren't using your thing, sure, you can brand that as social problem (lack of buy-in on the process, people not being heard during rollout, ...). However one way of getting people to use your thing/process is to make it easier to use. Integrate it well into the workflow they're already familiar with, bring the tooling close, reduce friction, provide some extra value to your users with features etc. That's technical solutions, but if you choose them based on knowledge of the "social problem" they can be quite effective.


I've been thinking lately a lot about this. What is it I do when I want to convince someone of something (i.e. "creating alignment" in corporate speak)? I listen to them, am empathic, ask meaningful questions etc. Afterwards, that opens a space for me to make a proposal that is well-received.


Anthropic released the Opus 4.1 (basically, a new Opus 4 checkpoint) right around the big GPT-5 release date too, if I remember correctly. At this point, anything goes to stay relevant.


Assuming you earn enough, throw money at your problems. Many problems can be solved, or made significantly easier by money.

Don't do the research yourself, pay a specialist instead. Missing a winter wardrobe? Find a personal stylist (okay, requires some research to find, but much less than finding fitting wardrobe yourself). They will guide the shopping process, the outcome is most likely better than what you can come up with even with weeks of research. Costs a pretty penny, might feel funny, but it's effective.

Not happy with your art? Get a personal tutor for drawing. Learning a language, but struggling with it? Tutor it is. Learning is so much faster with personalized feedback and accountability, a good tutor provides both.


But then don't I need to find the specialist?


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