Notes on building LLM systems — retrieval, agents, fine-tuning and evaluation.
Building an AI coding assistant that actually understands your codebase — from incremental SHA-256 indexing and LSP-powered static analysis to semantic search with reranking. Multi-agent orchestration with LangGraph, zero hallucinations.
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