I&#x27;ve worked at a late-stage startup that serves billions of requests per day at peak load, and there was no on-call for developers. I believe the ops team did have an on-call, but that was more at the infrastructure level, as everything was self-hosted at colos.<p>This was done by having a simple and resilient serving architecture. Every server was stateless. In addition, all the complicated logic was pre-computed into immutable lookup tables, offline. So if that task fails, it doesn&#x27;t cause downtime, and can wait until the next workday.<p>We had a robust QA process, but it was far from stultifying.