you would take a huge producitivity hit so its not usually worth it unless you are doing something private.

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Right

Just trying to learn agentic programming without having to pay too much for tokens...

Maybe I'm using the wrong approach.

Any recommendations about what I should start with? I've already tried https://ampcode.com and it is very impressive, although it seems to be target to enterprise users.

Have you tried vibe coding NixOS configurations?

nixpkgs moves so fast, its usually just easier to grep nixpkgs to find out where things are.

I sometimes do things like "give me the nix shell for these deps"