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In the contemporary tech landscape, server performance is pivotal to ensuring efficient application functioning and user satisfaction. For full stack web developers and system administrators, automating this aspect can significantly reduce manual effort and human error, especially when complemented with Artificial Intelligence (AI) methodologies. Linux Bash, with its robustness and flexibility, serves as a powerful tool to automate these monitoring tasks. Here, we delve into a comprehensive guide on leveraging Bash scripting to automate server performance monitoring, infusing AI techniques to elevate the process.