Durable by Design: Temporal Outside, LangGraph Inside

📰 Medium · Python

Learn to build durable agent systems by separating orchestration from local control, ensuring survival through retries and provider churn

advanced Published 23 Apr 2026
Action Steps
  1. Design durable orchestration using Temporal
  2. Implement local model-driven control with LangGraph
  3. Separate orchestration from control to ensure retries and pauses are handled effectively
  4. Test the system for provider churn and other disruptions
  5. Apply this design pattern to existing agent systems to improve reliability
Who Needs to Know This

AI engineers and architects benefit from this approach as it enables them to design robust agent systems that can withstand external disruptions, making it a crucial aspect of building reliable AI applications

Key Insight

💡 Separating durable orchestration from local model-driven control is key to building robust agent systems

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🚀 Build durable agent systems that survive retries & provider churn with Temporal & LangGraph! #AI #AgentSystems

Key Takeaways

Learn to build durable agent systems by separating orchestration from local control, ensuring survival through retries and provider churn

Full Article

To build agent systems that survive retries, pauses, and provider churn, separate durable orchestration from local model-driven control… Continue reading on Medium »
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