Durable, flexible multi-agent systems
Aug 6, 2026

Summary
This post details the use of Temporal's Durable Execution to build a multi-agent system for fleet delivery, demonstrating its ability to orchestrate agents across different frameworks (ADK and LangGraph) and handle human-in-the-loop interactions. It highlights how Temporal's event history and durable state management allow agents to wait for human input for extended periods without consuming compute resources, and how patterns like separate task queues and Continue-as-New address challenges like resource starvation and event history growth in long-running loops.