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Update README.md

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@@ -324,4 +324,5 @@ URL validation post-parse: every URL returned by the LLM is checked against the
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  ### 8. Use of AI Assistance
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  Claude (Anthropic) was used for: scaffolding boilerplate (FastAPI app structure, Dockerfile patterns), suggesting retrieval approaches, and reviewing code for obvious bugs. All architecture decisions, retrieval design, refusal logic, schema choices, and system prompt engineering were made by the developer and are fully explainable and reviewable.
 
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  ### 8. Use of AI Assistance
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  Claude (Anthropic) was used for: scaffolding boilerplate (FastAPI app structure, Dockerfile patterns), suggesting retrieval approaches, and reviewing code for obvious bugs. All architecture decisions, retrieval design, refusal logic, schema choices, and system prompt engineering were made by the developer and are fully explainable and reviewable.