ai-engineer-notebooks
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, and customer craft. Runs on the free Groq API.
calmrocks/ai-engineer-notebooks
View on GitHub ↗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, and customer craft. Runs on the free Groq API.
ai-engineer-notebooks grew +10.9% in the last 30 days, ranks 81st of 349 in Getting Started / Hands-On, actively maintained, last commit yesterday.
Star trajectory
58 days tracked+10.9% in 30d, above the Getting Started / Hands-On median of +1.3%.
Last commit yesterday, fresher than the median of 69d.
How it compares in Getting Started / Hands-On
Ranked 81st of 349 by stars.
- Language
- Jupyter Notebook
- License
- MIT License
- Contributors
- 1
- Forks
- 65
- Watchers
- 1
- Open issues
- 1
- Releases
- 1
- Created
- 2026-08-11
- Stars this week
- +9
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