Whenever you're ready, walk me through how you'd approach this.
Can you explain how you would optimize an API endpoint that handles thousands of requests per second?
Discuss how you would clarify requirements, identify bottlenecks, estimate capacity, and improve throughput and latency. Cover caching, database access, concurrency, load balancing, graceful degradation, monitoring, and how you would validate the changes in production.