Statelessness means that no session information is retained by the server. Relevant session data is sent to the sever by the client in such a way that every packet of information transferred can be understood in isolation.
For example, in a RESTful API, making subsequent requests should be processed and fulfilled by the server without it keeping track of those requests, treating them independently.
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