Serverless applications typically utilize an API gateway, such as Amazon's or third-party options like Kong, to interface with the outside world. As demand increases, serverless functions like AWS Lambda can scale seamlessly across multiple physical servers, maintaining a stateless architecture. However, this can complicate log management, requiring developers to aggregate logs from various streams to track transactions effectively.
