I gradually increase the load beyond peak capacity until the system shows consistent error
spikes or throughput collapse.
Key markers include thread pool exhaustion, DB connection saturation, queue buildup, and
Monitoring infra layers, autoscaling behaviour, and application logs helps pinpoint the exact