Collection

AI Agents & MCP

Learn how agents use tools, how MCP connects systems, and how multi-agent workflows coordinate.

4 notes in this path
Note 01 1 of 4
AI ENGINEERING

AI Terminology: Agents, Skills, RAG, MCP, and the Layers Beneath the Hype

A practical mental model for AI terminology: prompt, context, memory, agents, RAG, function calling, MCP, workflows, skills, and sub-agents.

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Note 02 2 of 4
AI ENGINEERING

How LLM Tools work

Tool system is a form of metaprogramming

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Note 03 3 of 4
AI ENGINEERING

MCP Transports

Compare MCP transport options, from local standard I/O to streaming HTTP connections.

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Note 04 4 of 4
AI ENGINEERING

A Git-Native Message Channel for Local Coding Agents

How I use a Git ref as a local message channel between Claude Code and Codex for implementation, independent review, and iterative bug fixing.

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