Agentic AI Roadmap 2026
Ten skills in order: Python and LLM fundamentals, tools, RAG, memory, reasoning, multi-agent systems, MCP, evaluation and guardrails.
18 stages · Developers moving into AI engineering
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- What if AI could do more than answer?
- AI Agent vs Chatbot
- The Complete Agentic AI Roadmap
- Stage 1: Python & APIs
- Stage 2: How LLMs Work
- Stage 3: Tools & Function Calling
- Stage 4: RAG & Retrieval
- Stage 5: Agent Memory
- Stage 6: Reasoning Patterns
- Stage 7: Multi-Agent Systems
- Stage 8: AI Agent Frameworks & MCP
- Stage 9: Evaluation & Observability
- Stage 10: Guardrails & Safety
- Real AI Agent Project Architecture
- Real Customer Support Agent: Step by Step
- Taking an AI Agent to Production
- Your 90-Day Agentic AI Learning Plan
- Final Roadmap