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.

112 best points · 15 comments · 1 Hacker News post · 740 GitHub stars · View on GitHub

Hacker News discussions

• AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab (112 points, 15 comments, by calmrocks, 2026-08-27)