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My team at work uses Mise for nearly all repos, regardless of stack (Python backends, React frontings, data science repos). I typically prefer to use Make for this kind of stuff, but they were already using Mise when I joined.

It’s been a fairly pleasant experience overall. I think sometimes it tries to do too much, but it works okay-ish.

The only thing I would recommend to stay away from is the encrypted secrets stuff. That’s way too much of a foot gun.

where does this fit in with make, just, nix (devshell, devenv, ...), direnv, etc.
I like mise a lot. As somewhat of a power user I've also found its rough edges though.

One is related to "change tracking" for tasks. Knowing when a task needs to run and when not based on inputs and outputs. I believe it uses mtimes and has somewhat similar problems in doing that reliably as make. For example, it would be nice if deleted files in output dirs would result in a task having to re-run.

Another is that I wish it was also a better task runner for long running foreground tasks. I've had to resort to pairing it up with pitchfork (by the same author but moreso an init system), overmind or hivemind. I think it should have the same set of options as pitchfork. And more controls around interrupt handling or setting delay/wait time after receiving an interrupt.

I usually pair it with mprocs for long running tasks
echo 'use flake' > .envrc && direnv allow

One file for both packaging and devshell with all necessary dependencies installed from the vast nixpkgs repository. Pinning comes built-in, reproducible.

i think mise does too much. the deeper you go into its features the more rough edges you’ll find. i predominantly use nix on macos for managing app-level tool and package deps, but mise does a better job for this when you’re a part of a team (and can’t be overly prescriptive).

mise tasks gets gross pretty fast in my experience.