- Posted on
- Featured Image
Learn how to pair AI with proven Unix tooling to debug Bash fast: lint with ShellCheck/shfmt, capture rich -x traces with timestamps, redact secrets, have AI summarize root causes and propose minimal diffs, then lock fixes in with bats tests and reproducible bundles. Covers installs (jq, ripgrep, curl), prompts, and patterns to avoid UUoL/quoting bugs and stop regressions safely.