Questions about Build a Single Sign-On (SSO) integration

How can I log in from Okta dashboard and start my application without logging in ?

When I click the application icon , It redirects to my app’s login page, but still requires entering a password to log in.

You can follow instructions here which essentially means the app is expected to initiate an authorize call to Okta based on the iss parameter sent.