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ai-methodology

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huidev2025 / CSF

Star 4

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 25, 2026
  • Python

NeaByteLab / AI-NES

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Star 3

Next Edit Suggestion (NES) - A conceptual methodology for AI coding assistants that learn from editing patterns and predict the next logical edit using unified diff format and real-time streaming.

streaming real-time ai code-analysis artificial-intelligence development-workflow user-experience pattern-learning performance-optimization code-intelligence unified-diff coding-assistant llm workflow-optimization context-management ai-methodology edit-suggestion editing-patterns sequential-hunks neural-suggestions
  • Updated Sep 17, 2025

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