The user I mentioned in question is not using any caching plugin, it only use cloudflare as proxy and cache. Thus makes wp plugins irrelevant.
This is likely why you’re having problems. Caching in WP is relevant even if you’re using a CDN. My favored combination is WP Super Cache combined with Autoptimize. Also remove any unused plugins and themes.