#Testing

2 articles tagged Testing.

• Self-Healing Continuous Integration: Autonomous Bug Localization and Patch Generation Autonomous Agents • 2026-10-29 • Daniel Jaffa

  How autonomous agents integrated into CI/CD pipelines use AST fault localization and isolated sandboxes to repair failing builds before human developers get alerted.

• Evaluating LLM Code Generation: From Pass@K to Sandbox Regression Testing Autonomous Agents • 2026-10-29 • Dr. Elena Rostova

  Why static Pass@K metrics fail to predict real-world software engineering performance, and how hermetic containerized regression testing transforms agent reliability.