Cloud architecture is more than choosing a provider
Most teams over-index on cloud provider selection and under-design the actual system topology. Cloud architecture includes service design, networking, IAM structure, data storage decisions, and deployment pipelines — all of which affect cost, reliability, and operational overhead.
Common cloud-native patterns and when to use them
Serverless functions are good for event-driven, low-frequency workloads. Containers work well for stateless APIs and background workers. Managed databases reduce operational complexity. APPNEURAL selects these patterns based on the actual performance, cost, and team ownership profile rather than defaulting to one stack.
How APPNEURAL designs cloud architecture
APPNEURAL starts with deployment requirements, system boundaries, and operational constraints, then selects the cloud patterns that best support reliability, cost, and future evolution without adding unnecessary complexity.
