GH Repository · calmrocks
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.
- stars
- 636
- 30-day movement
- +83/day
- Related entries
- 60
- Connections
- 1
prompt-engineeringllmopsllm-as-judgeagentspythonllmloranotebooksmcpai-engineerjupyter-notebookevalsJupyter Notebookforward-deployed-engineercolabgenerative-airagai-engineeringfine-tuninggroq
- Role
- rag
- Language
- Jupyter Notebook
- Licence
- MIT
- Forks
- 46
- Open issues
- 1
- Last push
- 2026-08-28
- Latest release
- v0.1.0 · 2026-08-27