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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.

Jupyter NotebookRAG

Current stars: 711
Discovered: Oct 15, 2026
Tracking since: Oct 15, 2026

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30-day signal

Star history

Actual snapshotEstimated history

40 points over the last 30 days: 40 actual and 0 estimated. Star count ranges from 699 to 711.Estimates are reconstructed from GitHub star creation history and may not reflect unstars or exact UTC day boundaries.

Accessible star history data
Date	Stars	Source
October 15, 2026 at 07:09 AM UTC	699	Actual snapshot
October 15, 2026 at 01:12 PM UTC	699	Actual snapshot
October 15, 2026 at 07:12 PM UTC	700	Actual snapshot
October 16, 2026 at 01:10 AM UTC	700	Actual snapshot
October 16, 2026 at 07:10 AM UTC	700	Actual snapshot
October 16, 2026 at 01:13 PM UTC	700	Actual snapshot
October 16, 2026 at 07:13 PM UTC	700	Actual snapshot
October 17, 2026 at 01:11 AM UTC	700	Actual snapshot
October 17, 2026 at 07:09 AM UTC	701	Actual snapshot
October 17, 2026 at 01:11 PM UTC	701	Actual snapshot
October 17, 2026 at 07:07 PM UTC	701	Actual snapshot
October 18, 2026 at 01:12 AM UTC	701	Actual snapshot
October 18, 2026 at 07:11 AM UTC	702	Actual snapshot
October 18, 2026 at 01:08 PM UTC	702	Actual snapshot
October 18, 2026 at 07:11 PM UTC	703	Actual snapshot
October 19, 2026 at 01:11 AM UTC	703	Actual snapshot
October 19, 2026 at 07:12 AM UTC	703	Actual snapshot
October 19, 2026 at 01:14 PM UTC	703	Actual snapshot
October 19, 2026 at 07:11 PM UTC	705	Actual snapshot
October 20, 2026 at 01:13 AM UTC	706	Actual snapshot
October 20, 2026 at 07:09 AM UTC	706	Actual snapshot
October 20, 2026 at 01:09 PM UTC

Building the star timeline

calmrocks/ai-engineer-notebooks

Star history