A lot of projects and teams have been successfully using all tools mentioned in both CI and local dev envs. Portability and reusability of this “glue” stuff is a nice indicator of engineering maturity and culture within those projects and teams.

Low pro teams and individuals will happily abuse any new tool.

Mature teams stick to local-first CI - i.e. be able to run pipeline locally - and then translate to whatever is being used in their build and test infrastructure.