Master the skills for the agentic AI era
Daily hands-on projects covering prompt engineering, RAG systems, tool use, multi-agent orchestration, and more. Build real skills for AI-focused roles.
Skill paths for the AI workforce
Nine focused tracks covering everything you need for AI engineering roles
Master the art of crafting effective prompts for LLMs, from basics to advanced techniques.
Build AI agents with LangChain, LangGraph, and modern orchestration patterns.
Build retrieval-augmented generation systems with vector databases and semantic search.
Enable LLMs to use tools, call APIs, and interact with external systems.
Design and orchestrate multi-agent systems with CrewAI, AutoGen, and custom architectures.
Run and optimize local language models with Ollama, llama.cpp, and more.
Secure AI workflows with guardrails, sandboxing, and prompt injection prevention.
Build robust evaluation frameworks, benchmarks, and testing pipelines for AI systems.
Reduce AI costs with caching, model selection, batching, and efficient inference strategies.
Built for serious learners
Every project is designed for practical, real-world skill building
AI-Generated Projects
Fresh challenges daily, curated by AI to cover the latest in agentic systems.
Hands-On Learning
Step-by-step guides with real commands, expected outputs, and verification.
Modern Stack
Learn the tools powering the next generation of AI applications.
Production Ready
Projects mirror real enterprise workflows, security, and best practices.