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Day 1: Tokens, Context Windows, and Why Models Forget Mid-Task

Day 2: Transformer Attention as a Systems Diagram

Day 3: Embeddings That Survive Domain Jargon

Day 4: Vector Indexes Without Magical Thinking

Day 5: Your First RAG Pipeline That You Can Debug

Day 6: Chunking Strategies for Code, Tickets, and Runbooks

Day 7: Prompt Contracts: System, Developer, User, Tool

Day 8: Structured Outputs That Compile

Day 9: Eval Harness Day One

Day 10: Project: Internal Docs Chat With Citations