Your Redis cache just expired on a key that 8,000 users hit every second.

Every single one of those requests is now flying straight at your database.

This is the thundering herd. You didn't have a traffic problem — you had a cache problem. Now you have both.

Here's the setup:

Service → Node.js API, 8,000 req/sec on the /feed endpoint