You try greasing the seatpost bolts?what about hardware on seatpost clamp? Ie barrel nut if it has one.

You can also try wiping down clamp interface/saddle rails too with some rubbing alcohol. I’ve heard of lightly greasing seatpost/ti rail interface too but IME can lead to slippage but something else to try if all else fails.