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Agent Simulate

Test your AI apps with thousands of digital humans

Agent Simulate lets you simulate and test LLM agents in a sandbox before shipping. Debug behaviors, iterate faster, and reduce production risks with an interactive testbed built for agent developers. Save time with reproducible, automated runs.

Top comment

Hey Product Hunt! 👋


We built Agent Simulate because teams relying on AI-powered products struggle to accurately predict how their applications will perform under real-world conditions—especially when handling unpredictable user behaviors and edge cases.


Traditional manual testing is costly, slow, and often misses critical scenarios that impact user experience.

With Agent Simulate, you can:


⚡ Simulate thousands of user interactions in minutes to rapidly uncover and fix hidden issues.

🎭 Easily build realistic user personas (like elderly, distracted, or non-native speakers) to test your AI comprehensively.

🚩 Cover every edge case automatically, ensuring robust and reliable user experiences in production.

📊 Gain deep insights with built-in analytics to continuously measure and optimize your AI’s performance.


What sets us apart is our ability to handle highly specific scenarios effortlessly, empowering your team to catch problems before your users do.


We're excited to hear your feedback and answer any questions you have. Thanks for supporting us today!