AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.
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Updated
Jan 27, 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.
Praxis is a development framework that bridges Intent‑Driven Development (IDD) and Spec‑Driven Development (SDD) into a single, coherent workflow.
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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