🚀 The 2026 AI Engineer Roadmap (Agent-Focused) 📌save for later A practical, real-world roadmap combining modern AI engineering trends, agent systems, and product-focused development 👇 🧠 Phase 0 — Mindset Shift •AI Engineer ≠ training models • It’s about building real products using AI • Focus on solving user problems • Combine software engineering + AI 🟢 Phase 1 — Foundations (0–2 Months) • Python (clean code, OOP, modular design) • APIs & HTTP (REST, JSON, requests) • Git & version control • Basic ML concepts • Statistics fundamentals 🟡 Phase 2 — LLM Application Development (2–4 Months) • LLM APIs (OpenAI, Claude, etc.) • Prompt engineering • Embeddings & vector databases • RAG (Retrieval-Augmented Generation) • Projects: chatbot, document Q&A, content generator 🔵 Phase 3 — Agent Engineering (4–8 Months) • Agent architecture (tools, memory, planning) • Frameworks: LangGraph, CrewAI, AutoGen • Deterministic workflows + LLMs • Projects: multi-agent systems, autonomous assi...