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How to optimize the resource consumption problem of AI agents?

2025-08-19 242

The following configuration options are available for resource optimization:

  • dynamic agent pool: By--agentsparameters (e.g.claude-code --agents 5) Control the number of concurrent agents
  • session isolation: Each agent runs on a separatetmuxIn-session (pre-installation required), memory footprints are isolated from each other
  • Monitoring Tools: Usetmux attach -t claude_agentsView resource usage in real time, or analyzelogs/The session log for the catalog
  • Smart Sleep: Inactive agents automatically release the API call credits through theactive_work_registry.jsonEnabling stateful retention

After reasonable configuration, the system can reduce the cost of 30%-50% API calls while maintaining high performance.

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