Why my post URL is called twice before f5 authentication and the second one converted to GET which leads to an error after I login

Do you use APM module?

You’re getting a 302 on your first POST request. The way it’s supposed to be handled per the rfc is to have the redirect send a GET instead of a post. The 307 or 308 response codes can help you possibly.