Datadog

StreamNative offers a native Datadog integration launched in February 2025, providing comprehensive observability for your data streaming infrastructure directly within Datadog's unified monitoring platform.

Native Integration

The StreamNative integration is available through the Datadog Agent (version 7.52.0 and above). Once enabled, it automatically collects metrics from all components of the streaming stack:

• ZooKeeper metrics — session counts, latency, and connection states
• BookKeeper metrics — journal writes, ledger storage, and replication lag
• Pulsar broker metrics — message throughput, backlog depth, subscription lag, and topic-level performance

Full-Stack Correlation

With Datadog's APM integration, teams can trace requests end-to-end through streaming pipelines — from producers through brokers to consumers. This enables rapid identification of bottlenecks, latency spikes, and error sources across the entire application stack.

Dashboards and Alerts

The integration includes out-of-the-box dashboards and supports custom metric collection, enabling intelligent alerts on consumer lag, broker health, throughput anomalies, and resource utilization. Teams gain deep visibility into cluster performance without building custom monitoring infrastructure.