Gather feedback from multiple LLM agents on CLI tools designed for agent use. Consult AI agents about features, design choices, and usability—a focus group for your agent-facing tools.
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Updated
Jan 15, 2026 - Python
Gather feedback from multiple LLM agents on CLI tools designed for agent use. Consult AI agents about features, design choices, and usability—a focus group for your agent-facing tools.
A design framework for building dual-mode interfaces that work for both humans and AI agents. Includes validated principles, rendering strategies, and compliance methodology backed by empirical research.
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