Audit logs are a crucial part of any application, ensuring traceability, accountability, and compliance with regulations. However, as systems grow, managing the scalability of audit logs becomes a significant challenge. Poorly implemented logging can lead to performance bottlenecks, storage issues, and reduced system reliability. Let's explore the key aspects of