Live webinarMulti-AgentAgent ArchitectureSystem Design

Architect multi-agent systems without the chaos

Multi-agent chaos is a design problem. Here are the patterns that tame it.

Param Harrison

Param Harrison

Cofounder, AEOsome.com · Chief Mentor, learnwithparam.com

60 minutes · advanced
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Why this one matters

Multi-agent systems fall apart fast. Agents step on each other, context leaks between them, one agent's failure cascades into the next, costs spike with every hand-off. This session walks the architecture patterns that keep multi-agent systems shippable: supervisor-worker boundaries, message shapes that do not balloon context, isolation for failure containment, and the eval approach that actually covers orchestrated systems.

Who should watch

  • Engineers whose single agent worked and whose multi-agent system broke
  • Tech leads designing a supervisor architecture for production
  • Teams evaluating whether multi-agent is the right call at all

What's on the menu

  • Supervisor and worker boundaries that hold under real traffic
  • Message shapes that do not balloon context between agents
  • Failure isolation: when one agent dies, the system does not
  • Cost control in systems where every agent can call another
  • Evals that cover orchestrated multi-agent behavior

Leave with a blueprint

  • Design supervisor-worker boundaries that survive production
  • Shape inter-agent messages so context does not balloon every turn
  • Isolate agent failures so one crash does not take the system down
  • Control spend in systems where any agent can trigger another
  • Build evals that cover orchestrated behavior, not single-step agents