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1. learn-llm-inference-from-scratch learn-llm-inference-from-scratch Public

   A hands-on deep dive into LLM inference—from tokenization and attention to KV caching, memory management, batching, and performance optimization.

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2. learn-agent-security-from-scratch learn-agent-security-from-scratch Public

   A free course on AI agent security: prompt injection, tool poisoning, memory attacks, MCP supply chain, CaMeL, information-flow control, sandboxing and red-teaming. 27 chapters, runnable Python, in…

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3. flowlight flowlight Public

   Native macOS network monitor: every app's traffic to every domain, plus AI agent oversight with per-agent allowlists and tool/MCP server attribution. Free, open source (GPL-3.0), no telemetry.

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4. learn-ai-agent-from-scratch learn-ai-agent-from-scratch Public

   The ReAct loop, tools, context engineering, memory, planning, MCP, evals and security — built from scratch in dependency-free TypeScript.

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5. learn-graph-rag-from-scratch learn-graph-rag-from-scratch Public

   Entity extraction, community detection, local and global search, Personalized PageRank, Text2Cypher, temporal graphs and evaluation — GraphRAG built from scratch in Python, runnable offline.

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