Hld, Lld, Solid Principles, AWS, embeddings, system design fundamentals, chunking strategies, hybrid retrieval, vector databases, tool calling MCP, RAG pipelines, retrieval data layer, agent loops, BM25, LLM agent systems, code-intelligence tooling, AST-based chunking, rerank, LLM-driven graph extraction