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feat: README architecture diagrams + React Flow diagram studio
Replace the tall portrait README ingestion SVG with two landscape diagrams — "1 · Ingestion" (build the context layer) and "2 · Serving" (agents query it through MCP) — wired in as transparent 2x PNGs that read on GitHub light and dark. Add docs-site/diagram-studio: a static React Flow page with custom themed nodes and the inlined ktx mascot that renders both diagrams and exports them to PNG via html-to-image (the diagrams' reproducible source). Remove the superseded ingestion-flow SVGs.
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@ -34,9 +34,14 @@ business knowledge it builds and maintains for you.
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> No extra usage billing from **ktx**.
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<p align="center">
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<img src="docs-site/public/images/ingestion-flow-transparent.svg" alt="ktx ingestion flow from source systems through validation to wiki and semantic-layer outputs" width="900" />
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<img src="docs-site/public/images/ingestion-flow.png" alt="Ingestion: ktx ingests databases, BI tools, modeling code, and docs through its context engine (source connectors, context builder, reconciliation, validation) into wiki Markdown and semantic-layer YAML" width="900" />
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</p>
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<p align="center">
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<img src="docs-site/public/images/mcp-runtime-flow.png" alt="Serving: an agent queries ktx through MCP, which searches the wiki and semantic layer, returns approved metrics, and compiles them into read-only SQL run against the warehouse" width="900" />
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</p>
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## Why ktx
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General-purpose agents struggle on data tasks. They re-explore your warehouse
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