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In the ever-evolving tech landscape, the capacity to swiftly analyze large sets of data and extract actionable insights is invaluable. For full stack developers and system administrators, log files are a gold mine of information, revealing not only system health and user activities but also potential security threats and operational trends. However, as systems scale and complexity increases, manually sifting through these files becomes practically impossible. Here’s where Artificial Intelligence (AI) steps into the limelight, particularly in the Linux environment, with tools to automate and enhance the analysis of log files.