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Optimizing for local-first checking is 100% the way to go, and should be used much more widely I think.

I have done a similar thing using simple makefiles though, collecting more complex chains of tasks into a "meta rule" in Make and just calling that from whatever CI config we're using.

I have also slowly transitioned into something similar - using justfiles instead of make. I have `just prerequisites`, `just lint`, `just build` in all of my projects. pixie's lockfile might be the most interesting part.

Look into mise. It’s basically just, but it also installs runtimes/build deps for you. It also has lockfiles.

Went all in on just in a previous role. All the Jenksfile shrunk to manageable complexity, except the not just ones.

Same but using mise. It is so nice to define all runtime/build time dependencies for both dev and production builds in one place and then have a task runner that builds everything for you!

Is there any way to cache the dependency installation step on github actions for example?

I supposed you could cache whatever directory it installs to? Would be great to see an example

Yes, that is built into `setup-pixi` github action, indeed!

Dagger seems more fit, but more complex for sure.

Local-First and Portable CI