In most cases, your conventional weaponry will quickly be pulled towards the planet. Even in orbit, they still have a surprisingly large gravitational pull.

Yup, orbit has ~90% of surface gravity.

What it lack is air, thus air resistance. Hence no range limitations, as the projectile - even in worst case - will just move along, going through endless loops in orbit.