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AI-Driven DevOps: How Machine Learning is Automating CI/CD Pipelines

  • AI and machine learning are enhancing DevOps automation by providing predictive and adaptive capabilities.
  • ML models can analyze historical data to make decisions, identify issues early, and optimize CI/CD processes.
  • One practical use case is using ML to detect anomalies in application build logs within a GitHub Actions workflow.
  • AI-driven DevOps enables smarter automation, freeing up developers to focus on core functionalities.

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