Announcing User Simulation in ADK Evaluation

The new **User Simulation** feature in the Agent Development Kit (ADK) replaces rigid, brittle manual test scripts with dynamic, LLM-powered conversation generation. Developers define a high-level `conversation_plan`, and the simulator handles the mult…


This content originally appeared on Google Developers Blog and was authored by Google Developers Blog

The new **User Simulation** feature in the Agent Development Kit (ADK) replaces rigid, brittle manual test scripts with dynamic, LLM-powered conversation generation. Developers define a high-level `conversation_plan`, and the simulator handles the multi-turn interaction to achieve the goal. This dramatically reduces test creation time, builds more resilient tests, and creates a reliable regression suite for AI agents.


This content originally appeared on Google Developers Blog and was authored by Google Developers Blog


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Google Developers Blog | Sciencx (2025-11-18T20:57:26+00:00) Announcing User Simulation in ADK Evaluation. Retrieved from https://www.scien.cx/2025/11/18/announcing-user-simulation-in-adk-evaluation-2/

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" » Announcing User Simulation in ADK Evaluation." Google Developers Blog | Sciencx - Tuesday November 18, 2025, https://www.scien.cx/2025/11/18/announcing-user-simulation-in-adk-evaluation-2/
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Google Developers Blog | Sciencx - » Announcing User Simulation in ADK Evaluation. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/11/18/announcing-user-simulation-in-adk-evaluation-2/
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" » Announcing User Simulation in ADK Evaluation." Google Developers Blog | Sciencx [Online]. Available: https://www.scien.cx/2025/11/18/announcing-user-simulation-in-adk-evaluation-2/. [Accessed: ]
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