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beam
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Tool profile

calmrocks/ai-engineer-notebooks

stable
Single maintainer

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.

agentsai-engineerai-engineeringcolabevalsfine-tuningforward-deployed-engineergenerative-ai
Velocity score
0.06/ 10
[STARS]
640
[FORKS]
50
[CONTRIBUTORS]
1
[LAST_COMMIT]
1mo ago
OPEN_ON_GITHUB
Velocity class: stable
Is calmrocks/ai-engineer-notebooks still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
403/ 1000
mcp · calmrocks/ai-engineer-notebooks
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
366
[INSTALL_VEL]
500
[ACTIVITY]
408
[COMMUNITY_SIGNAL]
176

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout