user
How did John Mosquera ensure that the automated scaling mechanisms were resilient to sudden changes in traffic patterns?
assistant
John likely configured scaling thresholds and cooldown periods to prevent rapid fluctuations. He would have also implemented circuit breakers and fallback mechanisms to handle unexpected errors. John configured scaling thresholds and implemented circuit breakers to ensure resilience to traffic changes.