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- Rewrite 体系结构原则/Architectural Principles section with precise implementation details from source code (3-way eventLoop select, StageHost parallelism, provider ordered fallback, recency bias) - Document shared StaticEmbedder vector space between Context and Document - Remove marketing tone, OS analogy table, and mascot emoji separators - Remove contrastive sentence patterns (而非/not...but/rather than) - Align terminology with actual implementation across all 6 doc files