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kwdb - Knowledge Database

Curated context and knowledge for AI-assisted software engineering.

What This Is

A knowledge synthesis workspace:

  • Stores curated context optimized for AI coding agents
  • Documents dev tool patterns and configurations
  • Houses VKS (Validated Knowledge Synthesis) methodology
  • Processes YouTube transcripts into structured knowledge
  • Follows RPI (Research-Plan-Implement) and context engineering principles

Usage

Browse files directly. Each document is self-contained and optimized for quick reference.

Files use VKS methodology: Answer-Explain-Educate structure, Golden Path criteria, progressive disclosure.

Philosophy

On-demand compressed context over static documentation. Knowledge extracted just-in-time from current codebase state, not from docs that drift out of sync.

See context-engineering-for-ai-coding-agents.md for full principles.

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A place for curating context and knowledge.

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