AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.
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Updated
Jan 13, 2026 - Shell
AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.
Semantic Flow Language (SFL) is a framework that aligns human intent, AI reasoning, and executable logic. It ensures bidirectional synchronization between meaning and code, allowing for reliable, transparent, and verifiable AI-driven development across various environments.
A simple, universal system that labels ai responses so anyone can instantly tell what the output is and how it’s meant to be used.
37 programming languages, one human intent. Token bucket rate limiter implemented across 60 years of languages (1957-2016) — proving that human language is the ultimate source code.
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