# calmrocks/ai-engineer-notebooks

<https://repo.masters-masters.com/en/repos/calmrocks/ai-engineer-notebooks>

[Home](https://repo.masters-masters.com/en) › [calmrocks](https://repo.masters-masters.com/en/owners/calmrocks) › [ai-engineer-notebooks](https://repo.masters-masters.com/en/repos/calmrocks/ai-engineer-notebooks)

calmrocks/ai-engineer-notebooks has 734 stars on GitHub. Its RepoMasters card: Beta tier. Hands-on, framework-free Colab notebooks for the AI Engineer /…

| Field | Value |
| --- | --- |
| Owner | [calmrocks](https://repo.masters-masters.com/en/owners/calmrocks) |
| Stars | 734 |
| Forks | 67 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | MIT |
| Created | 2026 |
| Topics | agents, ai-engineer, colab, evals, forward-deployed-engineer, llm, notebooks, rag, ai-engineering, fine-tuning |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [calmrocks/ai-engineer-notebooks](https://github.com/calmrocks/ai-engineer-notebooks) |

## Repository

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps,…

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.