AIBullisharXiv – CS AI · Mar 46/104
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AgentAssay: Token-Efficient Regression Testing for Non-Deterministic AI Agent Workflows
Researchers introduce AgentAssay, the first framework for regression testing AI agent workflows, achieving 78-100% cost reduction while maintaining statistical guarantees. The system uses behavioral fingerprinting and stochastic testing methods to detect regressions in autonomous AI agents across multiple models including GPT-5.2, Claude Sonnet 4.6, and others.