The rate at which the sun's luminosity will change will vary at different parts of the process, but it would never really be as stable as it is now. The habitable zone has some "width" so some of the outer planets might remain in it for something like hundreds of millions of years (depending on how exactly you define it), but nothing like the billions Earth has had.