#monitoring

AWS SageMaker AI endpoints now offer configurable metric publishing with granular visibility. Here's what this means for your production monitoring strategy.

Windmill adds OpenTelemetry metrics support, enabling builders to integrate native observability into workflow platforms without custom instrumentation.

Windmill v1.661.0 introduces OpenTelemetry metrics support, enabling standardized observability across your workflow infrastructure. Here's what changed and why it matters for your setup.

Windmill v1.661.0 introduces OTel metrics support, giving operators native observability into workflow performance and infrastructure health. Here's what changed and why it matters.

Prefect adds granular workflow visibility with Submitting and InfrastructurePending states, plus OS-level resource metrics for subprocess flows.

OpenTelemetry graduates from experimental to stable in Airflow 3.1.8. Builders can now instrument DAGs with production-grade observability without worrying about breaking changes.

OpenTelemetry observability in Apache Airflow is no longer experimental. Stable support in 2.11.2 means you can now confidently instrument production pipelines with standardized telemetry.

AgentOps Pro launches real-time monitoring dashboard for AI agents. For builders, this means visibility into agent behavior without custom instrumentation—critical for production deployments.