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A practical guide for full stack developers and sysadmins on integrating AI with Linux Bash to detect botnets: collect and preprocess logs, orchestrate Python model training, run real-time detection and email alerts, and automate continuous retraining—plus best practices and resources to harden networks against evolving threats.