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Episode 25LLM & AIFREE

Multi-Agent Orchestration

4:37 · Alex & Sam

OpenAIAnthropicLangChain#agents#orchestration#tool-use#langgraph

Show Notes

When a single LLM call isn't enough, you need multiple agents collaborating. Sam and Alex explore orchestrator-worker patterns, tool use, memory, and common failure modes.

Key Takeaways

  • Sam and Alex explore orchestrator-worker patterns, tool use, memory, and common failure modes.
  • Core concepts covered: Agents, Orchestration, Tool Use, and 1 more.
  • Key trade-offs and design decisions you can apply to your own system design interviews.

Architecture Diagram

Multi-Agent Orchestration architecture diagram