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Master Multi-Agent Systems & Orchestration for AI interviews in 2026. In this episode, we cover: ✅ What multi-agent systems are and why they matter ✅ Sequential, hierarchical, and peer-to-peer architectures ✅ Agent communication patterns (message queues, shared state, direct calls) ✅ Tool use and tool registries in multi-agent systems ✅ Failure handling: retries, fallbacks, circuit breakers, checkpointing ✅ System design walkthrough: autonomous research → write → publish pipeline ✅ Key frameworks: LangGraph, CrewAI, AutoGen, OpenAI Swarm, Claude Agent SDK 🎯 Perfect for ML Engineer, AI Engineer, and Senior Software Engineer interviews. --- Agentic AI World — Daily AI interview prep drops. Subscribe for a new episode every day covering AI, LLMs, system design, and more. #AIInterview #MultiAgent #LangGraph #CrewAI #AutoGen #SystemDesign #AIEngineering #AgenticAI #LLM #MLInterview