Unfortunately, it is how a dummy web cache works, you can not expect that cache will update following the updates in original server, unless you purge it manually.
https://support.cloudflare.com/hc/en-us/articles/200169246-How-do-I-purge-my-cache-
Cloudflare support strong etag, but it has...