From the course: Accelerate DevOps and Software Development with AI: Modern Tools and Workflows for Enhanced Software Delivery

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Using AI to strengthen your CI/CD pipeline

Using AI to strengthen your CI/CD pipeline

From the course: Accelerate DevOps and Software Development with AI: Modern Tools and Workflows for Enhanced Software Delivery

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Using AI to strengthen your CI/CD pipeline

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- DevOps has always been about speed, automation, and reliability. But with AI entering the scene, DevOps is transforming in ways that reduce manual toil, increase system resilience, and make your pipeline smarter than ever. Let's start with continuous integration and deployment pipelines. Traditionally, DevOps teams manage these pipelines with rule-based automations, but AI adds predictive capabilities, enabling your pipelines to become adaptive. For example, AI models can analyze your build and test history to predict flaky tests, or likely build failures based on patterns in your code changes. Tools like Launchable can help you prioritize which tests to run first, reducing CI pipeline time, while maintaining confidence in your changes. During deployments, AI can assist by monitoring real-time metrics and automatically rolling back if it detects anomalies. For example, if your new release causes a spike in error…

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