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Build a Multi-Agent System

Designing a system where multiple AI agents coordinate on a shared task, and where that coordination tends to break.

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Ajay Prajapat

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Ajay Prajapat

AI Educator · Engineer · innovatewithajay.com

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What this session would cover

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  1. 1When multiple agents help — and when one agent is simpler
  2. 2Common patterns: orchestrator-worker, pipeline and reviewer
  3. 3Defining clear roles, inputs and outputs for each agent
  4. 4Passing information between agents without losing context
  5. 5Where coordination breaks: loops, conflicting outputs and cost growth
  6. 6Monitoring and debugging a multi-agent run

Who it's for

  • • Developers who have built a single agent
  • • Architects designing agent-based systems

You'd leave with

  • Multi-agent design patterns
  • A checklist of coordination failure points
  • Criteria for choosing single vs. multi-agent designs