What back-end operation and maintenance personnel are required for AI Agent?

AI Agent back-end operation and maintenance requires skilled IT operations and DevOps professionals responsible for managing the underlying infrastructure and ensuring service reliability. Their core duties encompass deploying, monitoring, securing, and optimizing the systems supporting the AI Agents.

Key responsibilities include managing servers, networks, and cloud resources; implementing containerization (e.g., Kubernetes) and orchestration for scalability; configuring robust monitoring, logging, and alerting systems; enforcing stringent security practices, access controls, and compliance; establishing and maintaining CI/CD pipelines for automated deployment; and conducting performance tuning and capacity planning. Uptime, security, and efficient resource utilization are critical.

These personnel handle deployment and updates of AI Agent software and models, troubleshoot infrastructure and application layer issues, manage integration points with other systems, and optimize runtime environments for AI workloads. Their work is essential for maintaining uninterrupted operation, handling traffic spikes, mitigating security risks, and ensuring the Agent remains performant and reliable for end-users, directly supporting business continuity.