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Top Agentic AI Architectures You Should Know

Published July 15, 2025

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Top Agentic AI Architectures You Should Know

Agentic AI is no longer just a concept - it is the foundation of how smarter AI systems are being built today.

Whether you are an AI engineer, automation architect, or building LLM -powered products, understanding Agentic Architecture Patterns is critical.

๐‡๐ž๐ซ๐ž ๐š๐ซ๐ž ๐Ÿ” ๐œ๐จ๐ซ๐ž ๐œ๐š๐ฉ๐š๐›๐ข๐ฅ๐ข๐ญ๐ข๐ž๐ฌ ๐ญ๐ก๐š๐ญ ๐ฉ๐จ๐ฐ๐ž๐ซ ๐ฆ๐จ๐๐ž๐ซ๐ง ๐š๐ ๐ž๐ง๐ญ๐ข๐œ ๐ฌ๐ฒ๐ฌ๐ญ๐ž๐ฆ๐ฌ:

  • ๐๐ฅ๐š๐ง๐ง๐ข๐ง๐ : Goal setting, task breakdowns
  • ๐Œ๐ž๐ฆ๐จ๐ซ๐ฒ: Context recall, session tracking
  • ๐“๐จ๐จ๐ฅ๐ฌ: API calling, plugin use
  • ๐‚๐จ๐ฅ๐ฅ๐š๐›๐จ๐ซ๐š๐ญ๐ข๐จ๐ง: Multi-agent roles, agent handoffs
  • ๐„๐ฑ๐ž๐œ๐ฎ๐ญ๐ข๐จ๐ง: Self-healing workflows, dynamic retries
  • ๐Ž๐ซ๐œ๐ก๐ž๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง: Event handling, LLM-tool switching

๐…๐ซ๐š๐ฆ๐ž๐ฐ๐จ๐ซ๐ค๐ฌ ๐ฐ๐จ๐ซ๐ญ๐ก ๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ข๐ง๐ :

  • LangGraph
  • AutoGen
  • CrewAI
  • AgentOps
  • Haystack Agents
  • OpenAgents
  • SuperAGI
  • MetaGPT
  • Flowise
  • CAMEL

๐–๐š๐ง๐ญ ๐ญ๐จ ๐๐ข๐ฏ๐ž ๐๐ž๐ž๐ฉ๐ž๐ซ? Explore tools, YouTube channels, websites & datasets that fuel this revolution.

This is the architecture roadmap behind the future of AI agents.

Are you building with it?

#AgenticAI #LLM #AIarchitecture #LangChain #AutoGen #MultiAgentSystems #GenAI #AIengineering #AItools #AIworkflow

Originally posted on LinkedIn ยท 164 likes ยท 29 comments

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