data cleansing

Practical guide for full stack developers and sysadmins on using Bash to supercharge data cleansing with AI. Covers why Bash still matters, key tools (jq, cURL, sed, grep), how to call AI APIs and local ML scripts from shell, and best practices for input validation, error handling, security, and performance—complete with simple examples and resources to streamline reliable, automated cleanup workflows.