You spent weeks tuning your model. Your training loss is near zero, the evaluation metrics look flawless, and it handles prompts like a charm in local testing.
Then you launch.
Within minutes, a sudden spike in traffic hits. Your GPU memory spikes, third-party API token costs skyrocket, a downstream microservice drops a connection, and the entire applicat…
