If the company provides Linux laptops, Docker in your stack can be the fastest road to the code "just running". Docker on Mac and Windows can be pretty awful from what I hear, but on Linux it can be a huge time saver in getting a dev environment set up. It doesn't get much easier than "install docker, run docker compose up".