automation, integrating AI into software development workflows, large-scale distributed systems design, AI-native system design, reliability observability incident management, multi-region architectures, fault isolation, intelligent tooling, high-availability mission-critical services, data consistency models, performance optimization, operational excellence SLOs SLAs