Operations Support & Continuous Iteration

Live systems need predictable stability and a sustainable release cadence. Site Reliability Engineering (SRE) practices use SLIs, SLOs, and error budgets to balance velocity with reliability; monitoring, on-call, and blameless postmortems turn incidents into engineering improvements. Teams also automate toil, define change windows and rollback playbooks, and make SLA commitments auditable.

Service models

• 24/7 or business-hours response, severity-based escalation, and communication templates
• Releases, patches, and security updates with canary deployments and feature flags
• Capacity and cost reviews, logs and metrics dashboards, periodic health reports

With engineering

Shift operational concerns left into architecture and release design (observability, secrets, backup and disaster recovery)—far cheaper and lower risk than bolting them on after go-live.