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The next generation of Simulations: testing that keeps pace with your agents | Decagon

The next generation of Simulations: testing that keeps pace with your agents | Decagon

6/30/2026

What this post added

Introduced the next generation of Decagon's Simulations testing suite for AI agents. Key technical advancements include: auto-generating tests from AOPs and production conversations using Duet to create a self-maintaining golden test set, automatic detection and updating/removal of outdated tests, structured conversational arcs with checkpoints for granular results, flexible assertions for evaluating agent behavior across multiple dimensions, and native integration into CI/CD pipelines for production-grade testing.

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