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A practical guide to turning raw system logs into executive-ready summaries using Bash plus AI. Install curl/jq/pandoc/gnuplot, drop in a reusable ai_report.sh that works with OpenAI or local Ollama, and generate SSH security snapshots, disk capacity reports, Git release notes, and 5xx anomaly explainers. Includes sanitization, privacy/cost guardrails, and cron-ready daily report aggregation.