<ul><li>AI is reshaping DevOps with practical insights into CI/CD pipelines, monitoring, testing, and infrastructure management.</li><li>AI-enhanced pipelines optimize build processes, recommend test paths, and suggest rollback strategies.</li><li>AI-driven observability tools provide real-time anomaly detection, root cause analysis, and automatic incident triage.</li><li>AI-based testing generates self-healing tests, prioritizes high-risk changes, and improves test suite effectiveness.</li></ul>

5 Ways AI Is Changing the DevOps Lifecycle

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