I've found Actions and Codespaces to be different from one another. Actions once recently came with a borked gcc compiler, which failed to build some code that was fine before, and there was no convenient way to debug this. As in no way for me to spin up exactly the same GH Actions environment in Codespaces.

Why not align these tools? Then there might be less pain. What a good idea.