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collaboration-specification-framework

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huidev2025 / CSF

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A human–AI collaboration framework that works with LLM nature, not around it — natural language and purpose make RAG and agent orchestration unnecessary. Home of the Pang Principle.

csf manifesto multi-agent chinese software-engineering ai-agents dogfooding ai-development llm prompt-engineering llm-engineering ai-methodology human-ai-collaboration agentic-workflow ai-collaboration rag-alternative context-engineering no-rag pang-principle collaboration-specification-framework
  • Updated Jun 6, 2026

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