Toil

Observability

Understanding system state from external outputs

Shift Left

Moving testing and security checks earlier in development

Rolling Deployment

Incrementally updating instances replacing old with new

Containerization

Packaging apps with dependencies into isolated containers

Docker

Platform for running applications in lightweight containers

Alerting

Notifying teams when metrics exceed thresholds