Some Java services don't fail because of traffic. They fail because background jobs don't know when to stop. A background job should never be able to take down your production system.
Ours did. Every week. At SAP, we ran a multi-tenant service processing thousands of tenants. Every morning, a scheduled job kicked off - telemetry, cleanup, routine work.
Nothing unusual. Until it overlapped with r
