Back in the Oak days Sun asked us (I was at RSADSI at the time) to review the language spec for security implications. Our big request was to add the "secure" storage specifier for data. The idea being a variable, const, whatever that was marked "secure" would be guaranteed not to be swapped out to disk (or one of a number of other system specific behaviors). But it was hard to find a concrete behavior that would work for all platforms they were targeting (mostly smaller systems at the time.)
My coworker Bob Baldwin had an existing relationship with Bill Joy and James Gosling (I'm assuming as part of the MIT mafia) so he led the meetings. Joy's response (or maybe Goslings, can't remember anymore) was "Language extension requests should be made on a kidney. Preferably a human kidney. Preferably yours. That way you'll think long and hard about it and you sure as hell won't submit 2."
These models can get complex quickly, but are nevertheless important to evaluate a system's specified behaviour.
No system is perfect and your mileage may vary.
I assume all process memory may contain residual secrets. As a mitigation in a password manager and an encrypted file editor, I prevent process memory from being swapped to disk with https://pkg.go.dev/syscall#Mlockall.
Not sure why you'd think GC'd languages carry more risk.
Go really just needs a few `crypto.Secret` values of various sizes, or maybe a generic type that could wrap arrays. Then the runtime can handle all the best practices, like a single place in memory, and aggressive zeroing of any copies, etc.
I honestly thought it could not be done safely, but the runtime/secret proposal discussion proved me wrong.
The process of actually moving allocated memory around by the GC is known as compaction. It's not done aggressively today but Go reserves the right to do so in the future.