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Monolithic and microservices architectures each have unique advantages and challenges for software development.

Microservices are useful when you need independent scaling, deployment, and clear boundaries in software design.

REST API design focuses on creating clean, efficient, and scalable web services.

An API Gateway simplifies client access to backend services in microservices.

Stateless servers are easier to scale because they don't store user session data locally.

The choice between SQL and NoSQL databases depends on your application's specific needs.

Database replication enhances data availability and read performance but has challenges like replication lag.

Load balancers distribute traffic across multiple servers to enhance performance and reliability.

Sharding splits databases into smaller parts to improve performance and scalability.

Scaling databases involves deciding whether to enhance read or write capabilities based on traffic patterns.