A Data Center

Agentic AI to Detect and Fix Regression Failures in End-to-End Testing Suites

Overview

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This eBook explores how Agentic AI is transforming end-to-end testing by autonomously detecting and fixing regression failures. By combining large language models, reinforcement learning, and observability tools, these AI agents can analyze failures, trace root causes, and suggest intelligent remediations—accelerating release cycles and improving software reliability.

Key Highlights:
- Leverages self-learning agents to detect, analyze, and fix regressions in real time.
- Reduces manual debugging and increases test suite stability across CI/CD pipelines.
- Enhances developer productivity with autonomous test recovery and root-cause insights.



 

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