calmrocks/ai-engineer-notebooks

From the README

AI Engineer Notebooks **Learn the applied-LLM stack the way you'll actually be interviewed on it: framework-free, on a free API, from prompting all the way to serving, fine-tuning, and a red-team benchmark.** Runnable Colab notebooks for the **AI Engineer / Forward Deployed Engineer (FDE)** skill set.

Setup prompt

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Set up the GitHub 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.).
Repository: https://github.com/calmrocks/ai-engineer-notebooks

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Spotted on

• HN @calmrocksAug 27, 2026

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