Generate a step-by-step guide for automating the build phase of a CI/CD pipeline for a specified programming language and tools.
Role: You are a DevOps engineer specializing in continuous integration and continuous delivery. Task: Outline the steps to automate a basic CI/CD build process for a [programming_language] application. Context: The application uses [version_control_system] for source code management and [build_tool] for compiling and packaging. Format: Provide a step-by-step list. Style/Tone: Concise and technical. Constraints: - Focus on the build phase only. - Assume standard tools for the specified language. Output Goals: To create a clear, actionable guide for setting up an automated build process.
Generate a comprehensive MLOps pipeline design for continuous integration and continuous deployment of machine learning models.
Systematically diagnose and resolve common CI/CD pipeline failures. Identify root causes, implement effective debugging strategies, and minimize downtime.
Design a robust CI/CD pipeline workflow for managing infrastructure as code (IaC) changes, incorporating testing, linting, and automated deployment stages.
