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AI ENGINEERINGROADMAP
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The roadmap

Become an AI engineer,
one lesson at a time.

Start the path
98Lessons
12Skill areas
451K+Words written
AI Engineering

A deep-dive learning path for junior AI engineers — crafted by Vadim Nicolai.

Built with Next.js & Radix UI

Deep dives

How It Works →Memory Science →Agent Autonomy →LlamaAgents & Workflows →LlamaIndex Patterns →Agent Frameworks Compared →Human-in-the-Loop →

Skill areas

  • 🧠Phase 1 · Foundations & Model Inference
  • 📐System Design Foundations
  • 💬Phase 2 · Prompting & Structured Output
  • 🔍Phase 3 · Embeddings & RAG
  • 🤖Phase 4 · Agents & Orchestration
  • 🧠Phase 5 · Long-Term Memory
  • ⛓Phase 6 · LangChain & LangGraph
  • 🛡Phase 7 · Evals, Safety & Observability
  • 🚀Phase 8 · Ship to Production
  • 🔧Appendix · Fine-tuning & Training
  • ☁Appendix · Other Clouds & Platforms
  • 🏗Appendix · Engineering & Communication
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