You are mistaken about the definition of the word “stable” in the computing context generally.

In the case of both Debian stable and other software which has “stable” releases, it does not mean that there won’t be any updates to the stable release, it means that it was thoroughly tested prior to release and whatever changes might need to be made later can be expected to be relatively minimal and also well tested.