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#regression-testing News & Analysis

2 articles tagged with #regression-testing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
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.

AINeutralarXiv – CS AI · Mar 33/104
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Test Case Prioritization: A Snowballing Literature Review and TCPFramework with Approach Combinators

Researchers conducted a comprehensive literature review of test case prioritization (TCP) techniques and developed a new framework with ensemble methods called approach combinators. The study analyzed 324 TCP-related studies and proposed new evaluation metrics, with their methods achieving up to 2.7% reduction in regression testing time while performing comparably to state-of-the-art algorithms.