All posts are stored in a blockchain. They cannot be edited or deleted.
What you can do is post a newer version. The steemit website will only publish the latest version of your post. That doesn't mean older versions are gone.
Same for deleting. A deleted post may no longer be visible on the steemit website. But it's still there, on the steem blockchain.