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Hello.
I think what you want to do is probably possible.
I think it's okay if you create a listener rule that sets Cognito authentication in the case of "/admin/*" and does not set Cognito authentication in other cases.
https://docs.aws.amazon.com/elasticloadbalancing/latest/application/listener-authenticate-users.html
https://arpadt.com/articles/alb-auth-with-cognito
The article below is in Japanese, but it explains what you want to do.
https://blog.shibayu36.org/entry/2020/09/23/180000
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Thanks this is a really helpful answer - and I was able to translate the Japanese article to English with Google Translate so that was also quite helpful to see that someone has actually done this and wrote about it!