The Past bills are there normally for the past 2 years, on the website and on the phone app.
Phone app. Billing, then scroll down to My past bills.
Website a/c. Billing, comes up automatically on Bill history.
If that doesn't show up, you will probably have to contact AGL help centre and log the issue.
Good luck.