I’ve had to… uhh… eagerly advocate for exponential backoff for weeks of constant uptime issues before someone listened and actually implemented it and solved the problems.
Like several times in different roles.
People do it, exponential backoff is everywhere in your stack, but it doesn’t end up in your application layer until you have enough traffic that you actually have to manage throughout.