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 The update succeeded, so why is the application displaying outdated data?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. […]