3,000 employees clocking in at once didn't just slow a face-verification prototype, it made it vanish: timeouts cascaded, queues backed up. The fix was rebuilding it as a distributed system that sustained 8,500 requests a minute with sub-1.8-second results.

— via InfoQ, Praveen Kumar Gopalakrishnan