What’s here
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LLM Field Guide
A version-controlled curriculum for learning large language models and agentic systems — from mental models to production deployment. First edition, March 2026.
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Research
Academic papers, notes, and technical writing. Organized by topic, annotated for context.
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More soon
This site is a living document. Additional sections — essays, projects, notes — will be added as the work develops.
About this site →Learning paths
How to use the Field Guide
Start with a goal. The guide maps the most efficient path through 50+ resources.
| Goal | Start Here | Then | Advanced | Difficulty |
|---|---|---|---|---|
| Understand LLMs | VID-001BOK-001 | VID-002 | BOK-002 | Beginner |
| Build first agent | GUI-001GUI-005 | VID-005REP-002 | COU-001 | Intermediate |
| Master RAG | PAP-007COU-003 | COU-004 | COU-006 | Intermediate |
| Deploy reliably | COU-009 | COU-008 | REP-008 | Advanced |