Open Source Learning Hubs¶
Curated repositories that inspired this handbook. We link to them rather than duplicate — use them alongside our structured path.
Agentic AI & production¶
| Repo | Focus | Handbook overlap |
|---|---|---|
| Agents Towards Production | Production agent tutorials | M10, M11, M18 |
| Microsoft AI Agents for Beginners | 12-lesson agent curriculum | M11, M12 |
| Awesome Harness Engineering | Harness primitives & patterns | M18 |
| GenAI Agents | Agent pattern collection | M11 |
RAG & retrieval¶
| Repo | Focus | Handbook overlap |
|---|---|---|
| RAG Techniques | 30+ RAG patterns | M09 |
| LLM Course (mlabonne) | Engineer roadmap | All phases |
Evaluation¶
| Repo | Focus | Handbook overlap |
|---|---|---|
| Awesome Agent Evals | Eval frameworks | M19 |
| Promptfoo | CI evals & red team | M19 |
| DeepEval | pytest-style LLM tests | M19 |
Handbooks & courses¶
| Repo | Focus |
|---|---|
| AI Engineer Handbook (DataExpert) | Broad AI engineering |
| Prompt Engineering Guide | Prompt patterns |
| LLM Twin Course | End-to-end LLM app |
How to use these with the handbook¶
- Follow our Learning Path for structured progression
- Dip into OSS hubs for deeper dives on a specific pattern
- Use Topic Map to find which module covers a concept
- Contribute back — fix links, add lessons via Contribute