SignalFx

Engineers use these capabilities to audit existing codebases for telemetry coverage, inject tracing and metrics into applications, and generate declarative infrastructure configurations. This ensures consistent monitoring standards across distributed environments by bridging the gap between raw instrumentation and production-ready detector definitions.

Site Reliability Engineers, DevOps practitioners, and platform architects benefit most from these capabilities. These personas utilize the audit and configuration generation features to maintain high-fidelity monitoring standards and reduce manual overhead when deploying observability infrastructure across large-scale microservices architectures.

Implementation requires an existing OpenTelemetry-compliant environment and access to the target source code repositories. Users must have a configured Splunk Observability Cloud account to ingest the generated metrics and utilize the Terraform configurations produced by the audit and generation processes.