This approach to logging itself doesn't differ much from the traditional approach. Rather than using text files to store the logs locally, microservices usually print logs to stdout. A unified logging layer is then used to retrieve the logs and process them. To implement logging, you need a logging library that you can configure to suit your needs.
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