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justin.poehnelt.com faviconYou Need to Rewrite Your CLI for AI Agents

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CLIs must be redesigned for AI agents as primary users, prioritizing raw JSON payloads, schema introspection, input hardening, and safety rails over traditional human discoverability.

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