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Datadog is an infrastructure monitoring service designed for DevOps teams to monitor dynamic cloud environments effectively. It allows visualization of infrastructure health on both high-level metrics (by location, application, or service) and granular server-by-server details. Setting up Datadog involves using its agent, API, or integrations with over 120 third-party applications. The Datadog agent is compatible with cloud platforms, bare metal servers, virtual machines, and containers, supporting all major operating systems. Deployment and management can be automated using tools like Chef, Puppet, and Ansible. The agent collects system-level metrics, such as CPU utilization and disk I/O, at a resolution of 15 seconds.