Strong understanding of distributed systems, networking, DNS, load balancing, TLS, API gateways, cloud platforms, middleware, databases, and vendor dependencies. Establish strong command of SLIs, SLOs, error budgets, observability, incident management, resilience engineering, and production-readiness practices.