Common pitfalls
The platform provides capabilities; your design determines outcomes. Reliability does not equal high availability does not equal scalability. Predictability equals performance plus cost (not only uptime). Provider doesn't guarantee your workload outcomes. Autoscaling still needs planning and guardrails.