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Make Bash tools feel conversational by plugging AI into your shell with a tiny, provider-agnostic wrapper (curl + jq, no GUI). The post shows safe API key setup, cost/latency/privacy guardrails, and copy-paste scripts to explain commands/errors, write tidy Conventional Commits, summarize logs, and build fzf-powered interactive menus - plus production hardening with token caps, redaction, caching, and retries.