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.
- 708 stars
- 65 forks
- 1 open issues
- Language: Jupyter Notebook
- License: MIT
- updated
Install
git clone https://github.com/calmrocks/ai-engineer-notebooks && cp ai-engineer-notebooks/*.md ~/.claude/agents/- Clone the repository and copy the agent .md definitions into ~/.claude/agents (or .claude/agents inside a project).
- Start a new Claude Code session to load the agents.
- Delegate work to them with the Task/Agent tool or by name.
Subagents overview
What people ask about ai-engineer-notebooks
What is calmrocks/ai-engineer-notebooks?
calmrocks/ai-engineer-notebooks is subagents for the Claude AI ecosystem. 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. It has 708 GitHub stars and its last recorded update is dated 2026-10-08.
How do I install ai-engineer-notebooks?
You can install ai-engineer-notebooks by cloning the repository (https://github.com/calmrocks/ai-engineer-notebooks) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is calmrocks/ai-engineer-notebooks safe to use?
Our security agent has analyzed calmrocks/ai-engineer-notebooks and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains calmrocks/ai-engineer-notebooks?
calmrocks/ai-engineer-notebooks is maintained by calmrocks. The last recorded GitHub activity is dated 2026-10-08, with 1 open issues.
Are there alternatives to ai-engineer-notebooks?
Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.