That would only work if I never wanted to change or update my system.

In practice, especially on Linux, binaries only work for specific distributions of specific major versions. It can be very difficult to get a binary to work a few years down the line.

Of course solutions like Appimage help quite a bit as software comes with most dependencies packaged inside but even then its not perfect. It will slow down the bit rot but not stop it.