> In my experience Docker Desktop has been such a resource hog
Not sure if this is related to the specific project or what, but I haven't had tons of trouble with docker being a big hog.
That said, they are significantly changing the way Docker on M-Series CPUs works, working directly with Apple's Virtualization Framework which I believe improves performance.