Outcome School
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Outcome School Newsletter
Outcome School by Amit Shekhar
10 posts · theirs
Lately
How LLM Guardrails Work, ColBERT and InstructGPT Decoded
AI Model Can Be Hijacked With Plain English
What Are Embeddings, Agent Skills, MCP, and OKF?
How Cursor, Claude Code, and llama.cpp Actually Work
How Prefill, Decode, HyDE, and Hybrid Search Work
How LangChain, LangGraph, and SGLang Actually Work
How Computer-Use Agents, Embeddings, and DLMs Work
vLLM, Function Calling, and World Models explained
How Prompt Caching, RAG, and GGUF actually work
AI Agents Learning Roadmap with Resources
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