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AI

Notes and learning material about AI engineering, LLMs, RAG, agents, MCP, tooling, and related architecture.

Learning areas

  • AI Foundations — core mental models for LLM-based applications. Complete at first-draft depth.
  • Agentic Engineering — reusable Agent Skills, Agentic Loops, and Agent Architecture. Active workstream.

Current learning path

AI Foundations
      ↓
Agent Skills
      ↓
Agentic Loops
      ↓
Agent Architecture

RAG, MCP, and memory will remain separate areas that can later connect into the agentic architecture where appropriate.

Status

See AI Status for the current focus and next steps.