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- Mark Default (prompt-based) tool calling as legacy; recommend Native Mode - Document KV cache breaking in Default Mode, system tools only in Native - Updated comparison table with Status, KV Cache, System Tools rows - Add Content Extraction Engine section (pypdf memory leak warning, Tika/Docling) - Add Embedding Engine section (SentenceTransformers RAM warning at scale) - Add Common Anti-Patterns section with 6 real-world scaling mistakes - Add Redis Tuning subsection (timeout, maxclients, single instance sufficiency) - Expand Profile 3 with content extraction, embeddings, tool calling, Redis - New Step 6 in scaling guide: Fix Content Extraction & Embeddings - Quick reference table: add Ext. Content Extraction and Ext. Embeddings columns - Add CONTENT_EXTRACTION_ENGINE and RAG_EMBEDDING_ENGINE to minimum env vars