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, a
Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.
Topics: agents, ai-engineer, ai-engineering, colab, evals, fine-tuning, forward-deployed-engineer, generative-ai, groq, jupyter-notebook, llm, llm-as-judge
Starter prompt
Connect the ai-engineer-notebooks MCP server to my agent with the narrowest permissions possible, then do [task] and tell me which tool calls you made.
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