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Stuck on flaky Bash? This guide shows how AI paired with Unix tools speeds debugging: run ShellCheck/shfmt, capture a focused set -x trace, prompt an AI for a minimal diff and rationale, apply and re-test, then lock fixes with bats. Includes install commands (apt/dnf/zypper), a filename-with-spaces example, prompt template, and tips on redaction, constraints, and short iterations to ship safer shell scripts faster.