Whatsapp chats disappearing randomly
Do you see anything like "this message was deleted"?

If yes, it means that the person posting the message has deleted it for all users.

Otherwise, whatsapp doesn't delete messages unless your phone is accessed by someone who intentionally or unintentionally deleted the messages.