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A practical guide for full stack developers and sysadmins to detect duplicate records with Bash, explaining why deduplication boosts AI accuracy and system performance, providing a step-by-step script using sort, uniq, and awk, and offering best practices—automating with cron, scaling with sed/awk/Python, and securing inputs—to improve data quality, storage efficiency, and reliability across logs, configs, and datasets.