Author

L. Dalloro

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#software testing Review Oct 2026

Catching Developers in the Flow: Low-Latency Agentic Program Repair at Google Scale

FlowAgent is an AI agent deployed at Google to automatically repair test failures in the pre-submit outer-loop workflow inside continuous integration systems, using a ReAct-style generate-and-validate loop and rigorous pre-execution and post-execution abstention filters to ensure high-quality suggestions under strict l...

Celal Ziftci, Spencer Greene, Raymond Liu et al. · 0 citations

Book Open access Aug 2026

Grounding AI Agents in Contracts: An Empirical Evaluation of Spec-Driven Test Generation

It is shown that test suites generated by the spec-driven agent are superior to the baseline and human-authored tests in 77.8% and 56.7% of the cases, respectively, and demonstrated improvements on following best practices, readability, and edge-case coverage.

Michele Tufano, James McClure, José Cambronero et al. · Proceedings of the 1st Inter... · 0 citations