Even a smol potato like the Orange pi zero 3 (which -still- has zero linux support) can run Linux, so don't worry about it.
Linux
From Wikipedia, the free encyclopedia
Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).
Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.
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The beauty of Linux is that it'll run on almost anything. I recommend second-hand office desktops for your use-case, you might find a good deal and get peripherals with it. If you somehow manage to come across GPUs at your price bracket, avoid Nvidia; poor drivers, support, corporate hostility etc.
My first distro recommendation is going to be a bit different from the usual, purely based on my experiences with other popular go-to distros. I'd recommend you try Fedora KDE, Fedora is a wonderful distro that always makes you feel welcome. KDE is a lot less resource demanding than Gnome, and is the desktop that ships with the steam deck. Personally I don't like Gnome since it's a bit Fischer-Price my first DE for me, but I encourage you to try everything.
I'm using the Budgie DE by the way, it's a good middleground between Gnome and KDE. Fedora provides "Spins" for all major desktops.
If you're feeling brave I'd like to quickly mention a version of Fedora called Fedora Kionite, it's whats poorly named an "immutable" distro (Atomic is a better name but don't worry over that right now). Very basically these distros restrict access to the core, or base, system files; which massively improves security and reliability. I use Fedora Onyx which is immutable with the Budgie DE, Kionite is KDE. Immutability is very new in the pseudo-mainstream and very much in it's infancy, so it will annoy you at times if you choose this path. But it has massive benefits and, I think, is the future of the Linux desktop.
I'm assuming this is your absolute first adventure into the FOSS world, which I know is probably wrong since you're on Lemmy, but I'm also still going to mention you should use the Firefox web browser as you said you were doing JavaScript. Firefox is the absolute most popular browser on Linux and has amazing developer features.
We're all eager to help budding penguins on their journey, so feel free to message me directly anytime for support or make posts right here.
I should add that I’ve been interested in getting a small, portable notebook for coding separate of this, and making it Linux seemed a good idea at the same time.
Worth noting that you don't necessarily need new hardware, you can install Linux on your currently Windows PC in either a dual boot configuration (both OS installed) or replace Windows. You can also run Linux in a virtual machine to test the waters.
For a decent, x86_64 PC for Linux, the Steam Deck is ironically a pretty good deal for what you get. The Deck will run VSCode just fine, maybe just add a monitor and keyboard/mouse.
Linux can be pretty lightweight, it runs beautifully on my cheapo netbook from a couple years ago: WinBook CW140. I've done a good chunk of professional web work on that thing. The Deck beats it in every way, but it does web dev perfectly fine.
You don't even need any hardware to get started. Fire up a virtual machine in VirtualBox or VMWare or use WSL. Start playing around, find a distro/DE you like and start learning.
After some time, look into dual booting your existing machine. You can try this in a virtual machine first before making any changes to you hardware.
You can essentially use any hardware. If you already have an old pc or laptop, you can (probably) use that. If you get a new one, the only major recommendation for usage with linux is: don’t get something with a nvidia graphics card.
And where to begin: Probably some linux distro like Linux Mint or Pop_OS. They‘re reasonably beginner friendly. But, if you have some more specific questions (or need more help finding hardware or don‘t know what a distro is), feel free to ask.
If you want to go low budget and play around there's lots of SBCs that can run Linux. Check here for example : https://www.armbian.com There's also ones that come as light weight keyboard, for example the pi400 Easy to carry around and put into a HDMI monitor. A drawback is that when using ARM there is sometimes software which only runs on amd64 family though that does not happen very often. Other option is to look at refurbished laptops. If you skip the chromebook ones (Which can be cumbersome to run plain Linux on unless you want to play with Linux and Android on top of ChromeOS) you can find them for 90 Euros or more.