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This article explores best practices for implementing Continuous Integration and Continuous Deployment (CI/CD) pipelines for AI-enabled IoT systems. It explains the challenges that AI-enabled IoT systems face and provides an example of a CI/CD workflow for a smart surveillance system. It emphasizes the importance of version control, automated testing, containerization, and orchestration for streamlining development and deployment processes. Additionally, it highlights the need for continuous monitoring, rollback strategies, and robust security measures for maintaining the integrity and security of AI-enabled IoT systems.
