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Guide for full-stack developers and sysadmins moving into AI, showing how Bash text tools (grep, sed, awk, tr, sort, uniq, cut, paste, wc) enable fast preprocessing and analysis: counting word frequencies, extracting patterns from logs, cleaning text, summarizing columns with awk, and automating via scripts, building a practical foundation for smarter, efficient AI-ready workflows on Linux.

