Latency Cascades: Asynchronous Hand-off Optimization

Architecture · updated Mon Feb 23

Stopping agent chains from stalling due to slow tool responses.

Steps

  1. Use 'Optimistic UI' updates for agent tool triggers.
  2. Implement background 'Worker Pools' for long-running API calls.
  3. Set strict timeouts (e.g., 5s) for all third-party tool executions.
  4. Provide a 'Partial Result' stream to the user during long tasks.
  5. Monitor 'Bottleneck Nodes' where agents wait >10s for output.

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