May 2026 monthly summary for Netcracker/qubership-monitoring-operator focused on dashboard improvements and robust alert testing. Delivered key features, fixed dashboard issues, and enhanced monitoring reliability with scalable testing and CI enhancements.

April 2026 monthly summary for Netcracker/qubership-monitoring-operator focused on observability and CI reliability enhancements that directly improve production monitoring and operator efficiency.

March 2026: Delivered Telemetry Processing Enhancement in Netcracker/qubership-open-telemetry-collector by adding a transform processor config to cap span and resource attribute sizes. This change reduces data transmission, improves telemetry processing throughput, and mitigates potential bottlenecks in high-volume deployments. The work is centered on a config-driven approach enabling safer telemetry handling with fewer oversized spans. Relevant commit: 182a2636947d1a005ab2646dfc63eb76b95e18e0 (feat: added config for transform processor to avoid big spans (#117)).

June 2025 performance summary for Netcracker/qubership-open-telemetry-collector focused on advancing observability automation and tracing interoperability. Delivered end-to-end testing workflow for Prometheus Remote Write Exporter and extended the OpenTelemetry Collector with Zipkin receiver support. No major bugs fixed this month; maintenance and reliability improvements were achieved through CI/CD and Helm-driven deployment updates.

Monthly summary for 2025-05 focusing on delivering a Prometheus remote_write receiver for the OpenTelemetry Collector within Netcracker/qubership-open-telemetry-collector. This work included an integration test workflow and configuration updates in the builder and Helm chart to enable metrics to be sent to a Prometheus remote_write endpoint. No documented major bugs fixed this month. Overall impact is improved observability integration and compatibility with Prometheus-centered monitoring ecosystems.

April 2025 results focused on delivering a modular, production-ready OpenTelemetry Collector for the Netcracker/qubership-open-telemetry-collector project, modernizing deployment pipelines, and validating end-to-end interoperability with a robust integration testing environment. Key outcomes include enabling a custom collector build with modular components and tail-based sampling, overhauling CI/CD to support multi-platform builds with Kind/Helm-based testing, and establishing Kind-based integration testing (cert-manager, k8ssandra/Cassandra, Jaeger) to validate collector interoperability across components.

March 2025: Netcracker/qubership-open-telemetry-collector — progressed the OpenTelemetry Collector with groundwork for Custom Modules to enable Sentry integration and TCP exporting. Implemented module infrastructure scaffolding, updated module paths and Go module dependencies, established toolchain baseline, and refined exporter plumbing. Documented approach and captured 11 commits illustrating incremental delivery toward modular exporters.