repoGitHubTrust 82 · PrimaryPublished 3d agoLive · 3d ago
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.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 76%AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab →
- PossiblePossibly related (embedding) · 58%Unlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, Docker｜AI Engineer - finance.biggo.com →
- PossiblePossibly related (embedding) · 58%Cloudflare OS: Cloudflare's Open-Source Corporate AI Platform Built on a Capability-Based Model - infoq.com →
- PossiblePossibly related (embedding) · 57%Vivek Kumkar: Engineering Multimodal AI Infrastructure for Enterprise Production Scale - Technology Org →
- PossiblePossibly related (embedding) · 57%SmartBear Expands AI-Powered Testing Across Developer Ecosystems with Integrations in Anthropic’s Claude, Atlassian, GitHub, and Kiro - Business Wire →
- PossiblePossibly related (embedding) · 50%StemDeck, a free, open-source and local AI stem separator →
Covers
newsAI Engineer Notebooks – free, framework-free RAG/agents/evals on ColabnewsUnlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, Docker｜AI Engineer - finance.biggo.comnewsCloudflare OS: Cloudflare's Open-Source Corporate AI Platform Built on a Capability-Based Model - infoq.comnewsVivek Kumkar: Engineering Multimodal AI Infrastructure for Enterprise Production Scale - Technology OrgnewsSmartBear Expands AI-Powered Testing Across Developer Ecosystems with Integrations in Anthropic’s Claude, Atlassian, GitHub, and Kiro - Business Wire
Covers (incoming)
Related across the graph
newsUnlock Agent Autonomy: The Runtime for AI-Native Systems — Tushar Jain, Docker｜AI Engineer - finance.biggo.comnewsAI Engineer Notebooks – free, framework-free RAG/agents/evals on ColabnewsCloudflare OS: Cloudflare's Open-Source Corporate AI Platform Built on a Capability-Based Model - infoq.comnewsStemDeck, a free, open-source and local AI stem separatornewsVivek Kumkar: Engineering Multimodal AI Infrastructure for Enterprise Production Scale - Technology OrgnewsSmartBear Expands AI-Powered Testing Across Developer Ecosystems with Integrations in Anthropic’s Claude, Atlassian, GitHub, and Kiro - Business Wire