What Happens When Your Database Returns Old Data After an Update? 

Imagine updating your profile, receiving a success message, and then refreshing the page only to see your previous information.  The update succeeded, so why is the application displaying outdated data?  This is a common challenge in modern application architecture. The cause may be database replication lag, caching, transaction timing, or inconsistent reads across different services.  […]