security audits

Guide for full stack developers and sysadmins on automating security audits by integrating AI into Bash: use APIs and tools (e.g., TensorFlow Lite, NLP services) from shell scripts, schedule AI-enhanced log scanning and alerts, train and deploy custom models, and automate continuous retraining—backed by best practices on security, updates, and testing to strengthen proactive defense.