llm-domain-speedrunlisted

# LLM-Assisted Domain Speedrun Learning ## Overview A structured protocol for using an LLM as a private conceptual tutor to rapidly bridge fundamental knowledge gaps in unfamiliar domains. The core principle: **the LLM teaches concepts through metaphors and hints, never code — you write all code yourself in your own style.** This technique was battle-tested in a one-week Google interview preparation speedrun, taking someone from "unable to solve the simplest LeetCode problem" to completing 34 problems (18 Medium, 1 Hard) and advancing to on-site interviews. ## When to Use - You have a **fundamental knowledge gap** in a domain (not just rustiness) - Previous learning attempts (books, videos, courses) have failed - You're under a **hard deadline** (days to weeks, not months) - You have a day job and limited study time - The domain has learnable patterns (algorithms, system design, new programming paradigm, etc.) **When NOT to use:** When you have time for a proper course, when the domain requires hands-on lab work an LLM can't simulate, or when the gap is purely about memorizing facts (use flashcards instead). ## The Protocol ### Phase 1: Courage Building (Day 1) **Goal:** Prove to yourself you CAN learn this domain. Start with problems that bridge to knowledge you already have. Set up the LLM with these constraints: ``` Protocol: - Act as a private tutor fully committed to teaching me new concepts - Do NOT output any code - Provide only conceptual hints and attack v