Automation scripts play a crucial role in monitoring network traffic by reducing human error and increasing efficiency. Automation testing involves creating scripts that use test data to evaluate software functionalities, thereby minimizing manual effort and saving time and money. Monitoring network traffic, which includes data exchanges between browsers and servers, is essential for ensuring the efficiency of web applications. Key parameters to monitor include HTTP requests and responses, load times, failed requests, IP addresses, and regional traffic origins. Specialized tools like Wireshark, Microsoft Network Monitor, and Observium Community are commonly used to capture and analyze network traffic. Integrating automation with traffic monitoring allows for real-time insights, cost reduction, and error minimization, enabling organizations to preemptively address potential issues before product deployment, thus ensuring a more successful product launch.