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Run Claude Code against a local AI model on your own PC - free, private and offline. Install Ollama, pick a model for your hardware, fix the context length, and connect it with ollama launch claude.

Every new screen adds another repository method with its own copy of the same Where, Include and OrderBy. The Specification pattern gets the interface down to two methods that never change again - with exactly the same SQL.

Why AI models hallucinate and the one idea that fixes it in almost every production AI system - Retrieval-Augmented Generation. Chunking, embeddings, vector search, prompt augmentation, and the four places RAG breaks.