Posts about human-ai collaboration
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Why Every Tool Now Needs Two Faces - CLI for Humans, MCP for AI
We're building parallel interfaces for the same functionality because humans and AI agents parse the world through fundamentally different grammars. The future isn't human OR machine interfaces - it's both, simultaneously.