I have a recommendation for running out of ammo and health packs: spend the time searching everything. There are boxes of ammo everywhere to the point that I’ve never gotten close to worrying about running out.

Yes, it’s tedious, yes, it’s probably not great gameplay to have to spend so much time searching rooms, but it helps you not run out of ammo.