Awesome-Agentic-Engineering

📚 Learning Resources

Audience: all contributors · Evidence class: mixed

Courses and Tutorials

• DeepLearning.AI Agent Courses - Free courses with LangChain, CrewAI, AutoGen
• HuggingFace Agents Course - Open-source agent dev course
• LangGraph Academy - Official LangGraph path
• Anthropic Cookbook - Claude agent recipes
• Microsoft GenAI for Beginners - 21-lesson course
• OpenAI Cookbook - Practical API guides

Key Papers

• ReAct - Foundation for modern agents (reasoning + acting)
• Toolformer - Teaching LLMs to use tools
• Voyager - Open-ended embodied agent in Minecraft
• Generative Agents - Stanford simulacra of human behavior
• Self-Refine - Iterative self-refinement
• Tree of Thoughts - Deliberate problem solving
• HuggingGPT - LLM task planning + specialist models
• MRKL Systems - Neuro-symbolic agent architecture

Books

• Building LLM Apps (O’Reilly) - Practical LLM application development
• AI Agents in Action (Manning) - Production-ready AI agents
• AI Engineering (Chip Huyen) - AI systems design and deployment

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