Use this when
This is the right service when:
- Releases frequently break existing behavior
- Queues, jobs, integrations, or payments fail unpredictably
- Observability is weak
- Automated tests do not protect critical flows
- Deployment depends on manual steps
- The team avoids changes because the system is hard to trust