
Andreas Gerstmayr engineered robust observability and dashboarding solutions across the Perses and grafana/tempo-operator repositories, focusing on scalable plugin systems, secure multi-tenant deployments, and seamless OpenTelemetry integration. He modernized backend and frontend components using Go, TypeScript, and React, introducing features like OTLP-based trace data models, dynamic data visualization, and plugin-friendly routing. His work included stabilizing CI/CD pipelines, refining Kubernetes operator workflows, and enhancing UI reliability for distributed tracing. By aligning data models, improving release automation, and strengthening security, Andreas delivered maintainable, testable code that reduced deployment risk and enabled faster onboarding for both developers and end users.

November 2025: Focused release engineering for the Tempo Operator in os-observability/konflux-tempo, delivering the Tempo Operator 0.18.0-2 release with comprehensive build artifact synchronization across operator files, bundle env, and catalog. The release aligns operator version bumps, lockfiles, and image digests across architectures to ensure consistent, reproducible deployments and accurate catalog references. Although no explicit bug fixes were recorded in this sprint, the changes reduce deployment risk by eliminating artifact mismatches and ensuring catalog integrity.
November 2025: Focused release engineering for the Tempo Operator in os-observability/konflux-tempo, delivering the Tempo Operator 0.18.0-2 release with comprehensive build artifact synchronization across operator files, bundle env, and catalog. The release aligns operator version bumps, lockfiles, and image digests across architectures to ensure consistent, reproducible deployments and accurate catalog references. Although no explicit bug fixes were recorded in this sprint, the changes reduce deployment risk by eliminating artifact mismatches and ensuring catalog integrity.
October 2025 performance summary: Strengthened observability and release reliability across multiple repos through key feature delivery, robust dependency hygiene, and proactive compatibility fixes. Major outcomes include (1) Perses APM dashboard added to the observability-operator to visualize trace metrics via OpenTelemetry (commit ed8af0fe8b525fc42d08a8289a2767c32cde5bf3); (2) Perses CRD compatibility fixed to align with perses-operator and remove deprecated fields, preventing config/deploy issues (commit 6bf1ec98fbe831c0738ce287de78d9190244ce69); (3) Hardened versioning and dependency management in konflux-tempo with strict pipefail, updated regex, automated bundle detection and build-number bumps, and synchronized lockfiles (commits 14266306325116e843638c07bb4b5f0b78156a14, ebe067883323a8f9f5dbf58efa3e7748d8a0efd3, dbb69d6301b32cfe724ec0e64b198b6910241e94, d05d47cc916ce49486920f986043b9c1f74c066c); (4) Tempo deployment image references and catalog integrity updated to ensure correct deployment images and accurate catalog metadata (commits 5250e2745f25754bbaa5a338d90de6f53a323d0e, e33b3672df098a7af13ab66a2d60dc3123989b46, 060e8f70d27db2d60c29d3ea3149aa0dc3591193, c4cbe1190dd7d38105155a1b0e9fe98a5ce359c6); (5) Grafana tempo vendor hygiene improved by adding envrc to vendor and updating .gitignore to prevent vendor integrity check noise (commit 0d15acbb44831759fb98784a5d228d20c9916fa1).
October 2025 performance summary: Strengthened observability and release reliability across multiple repos through key feature delivery, robust dependency hygiene, and proactive compatibility fixes. Major outcomes include (1) Perses APM dashboard added to the observability-operator to visualize trace metrics via OpenTelemetry (commit ed8af0fe8b525fc42d08a8289a2767c32cde5bf3); (2) Perses CRD compatibility fixed to align with perses-operator and remove deprecated fields, preventing config/deploy issues (commit 6bf1ec98fbe831c0738ce287de78d9190244ce69); (3) Hardened versioning and dependency management in konflux-tempo with strict pipefail, updated regex, automated bundle detection and build-number bumps, and synchronized lockfiles (commits 14266306325116e843638c07bb4b5f0b78156a14, ebe067883323a8f9f5dbf58efa3e7748d8a0efd3, dbb69d6301b32cfe724ec0e64b198b6910241e94, d05d47cc916ce49486920f986043b9c1f74c066c); (4) Tempo deployment image references and catalog integrity updated to ensure correct deployment images and accurate catalog metadata (commits 5250e2745f25754bbaa5a338d90de6f53a323d0e, e33b3672df098a7af13ab66a2d60dc3123989b46, 060e8f70d27db2d60c29d3ea3149aa0dc3591193, c4cbe1190dd7d38105155a1b0e9fe98a5ce359c6); (5) Grafana tempo vendor hygiene improved by adding envrc to vendor and updating .gitignore to prevent vendor integrity check noise (commit 0d15acbb44831759fb98784a5d228d20c9916fa1).
September 2025 performance highlights across Perses and ecosystem focusing on business value, stability, and maintainability. Key enhancements centered on enabling easier embedding of Perses panels, improving UX consistency across React versions, and upgrading core dependencies for reliability and security.
September 2025 performance highlights across Perses and ecosystem focusing on business value, stability, and maintainability. Key enhancements centered on enabling easier embedding of Perses panels, improving UX consistency across React versions, and upgrading core dependencies for reliability and security.
August 2025: Strengthened the Perses platform with a robust, plugin-friendly routing model, richer trace analytics, and UI polish, delivering measurable business value through safer plugin integration, improved observability, and faster debugging. Highlights include routing abstraction with optional RouterContext, TracingGanttChart enhancements (export, span navigation, and robust embedding), enhanced TraceTable/ScatterChart linking, Tempo query improvements, and targeted UI/components enhancements. Code quality gains include replaceVariablesInString utility and Go modernization to any for readability.
August 2025: Strengthened the Perses platform with a robust, plugin-friendly routing model, richer trace analytics, and UI polish, delivering measurable business value through safer plugin integration, improved observability, and faster debugging. Highlights include routing abstraction with optional RouterContext, TracingGanttChart enhancements (export, span navigation, and robust embedding), enhanced TraceTable/ScatterChart linking, Tempo query improvements, and targeted UI/components enhancements. Code quality gains include replaceVariablesInString utility and Go modernization to any for readability.
July 2025 highlights across tempo-operator, OpenShift docs, and Perses projects focused on infra stability, security hardening, and observability improvements, delivering tangible business value through safer deployments, clearer deployment/run configurations, and enhanced tracing capabilities. Key features delivered: - Infra and CI tooling upgrades in grafana/tempo-operator: Upgraded Tempo to v2.8.1, refreshed gateway and OPA images, and removed deprecated external hedge request configuration options; CI quality improved with golangci-lint updated to v8.0.0. Commits: 6660126dbc202ccb3f043b1f888bdde2f47a3331; 7c52b2c370790088b7bc9b6e113f7b7a8f527711. - OpenShift multi-tenant security hardening: Replaced SubjectAccessReview with SelfSubjectAccessReview to ensure correct user permission verification in multi-tenant OpenShift environments. Commit: 64225d43d00292efbf0e01fb15fa0a6fd095e62c. - Release process and configuration cleanup fixes: Removed deprecated storage.trace.cache setting and corrected the must-gather image tag to apply the ghcr.io prefix; changelog updated accordingly. Commits: 97e4d03cdda65cf178eadf038a08677e583f70fe; f7729fa2487d4eb1155daf0688c6ecb49628553b. - OpenTelemetry Collector deployment documentation: Added comprehensive docs for deploying the OTel Collector across sidecar, deployment, daemonset, and statefulset modes with configuration guidance. Commit: f32d1bef98e18d7a85b3c0427af9fe9443756217. - OpenTelemetry Span Linking: Added Link model and support in OTLP Span model to represent relationships between spans for enhanced tracing data structures. Commit: 11e40f65209c99919f3d3e431a2a53097cbf105c. Major bugs fixed: - Release workflow and configuration cleanup addressed: removed deprecated storage.trace.cache setting and corrected must-gather image tag to ensure ghcr.io prefix, with changelog updates to reflect changes. Overall impact and accomplishments: - Strengthened security posture for multi-tenant OpenShift deployments; improved observability setup with formal OpenTelemetry deployment guidance; and enhanced user experience and data integrity through span linking support and stable CI/infrastructure tooling. Technologies/skills demonstrated: - Kubernetes/OpenShift security (SelfSubjectAccessReview), OpenTelemetry integration (OTLP models, sidecar/deployment/daemonset/statefulset deployment patterns), UI/UX improvements and dependency management, and CI/tooling automation (golangci-lint, linting workflows).
July 2025 highlights across tempo-operator, OpenShift docs, and Perses projects focused on infra stability, security hardening, and observability improvements, delivering tangible business value through safer deployments, clearer deployment/run configurations, and enhanced tracing capabilities. Key features delivered: - Infra and CI tooling upgrades in grafana/tempo-operator: Upgraded Tempo to v2.8.1, refreshed gateway and OPA images, and removed deprecated external hedge request configuration options; CI quality improved with golangci-lint updated to v8.0.0. Commits: 6660126dbc202ccb3f043b1f888bdde2f47a3331; 7c52b2c370790088b7bc9b6e113f7b7a8f527711. - OpenShift multi-tenant security hardening: Replaced SubjectAccessReview with SelfSubjectAccessReview to ensure correct user permission verification in multi-tenant OpenShift environments. Commit: 64225d43d00292efbf0e01fb15fa0a6fd095e62c. - Release process and configuration cleanup fixes: Removed deprecated storage.trace.cache setting and corrected the must-gather image tag to apply the ghcr.io prefix; changelog updated accordingly. Commits: 97e4d03cdda65cf178eadf038a08677e583f70fe; f7729fa2487d4eb1155daf0688c6ecb49628553b. - OpenTelemetry Collector deployment documentation: Added comprehensive docs for deploying the OTel Collector across sidecar, deployment, daemonset, and statefulset modes with configuration guidance. Commit: f32d1bef98e18d7a85b3c0427af9fe9443756217. - OpenTelemetry Span Linking: Added Link model and support in OTLP Span model to represent relationships between spans for enhanced tracing data structures. Commit: 11e40f65209c99919f3d3e431a2a53097cbf105c. Major bugs fixed: - Release workflow and configuration cleanup addressed: removed deprecated storage.trace.cache setting and corrected must-gather image tag to ensure ghcr.io prefix, with changelog updates to reflect changes. Overall impact and accomplishments: - Strengthened security posture for multi-tenant OpenShift deployments; improved observability setup with formal OpenTelemetry deployment guidance; and enhanced user experience and data integrity through span linking support and stable CI/infrastructure tooling. Technologies/skills demonstrated: - Kubernetes/OpenShift security (SelfSubjectAccessReview), OpenTelemetry integration (OTLP models, sidecar/deployment/daemonset/statefulset deployment patterns), UI/UX improvements and dependency management, and CI/tooling automation (golangci-lint, linting workflows).
May 2025 performance snapshot: delivered security and reliability improvements across Tempo-related repos, enhanced UX and API quality in Perses plugins, and strengthened observability UI compatibility. Focused on business value and technical achievements across multiple repos, with cross-team collaboration to deliver secure release workflows, stable shared-name deployments, and improved developer UX.
May 2025 performance snapshot: delivered security and reliability improvements across Tempo-related repos, enhanced UX and API quality in Perses plugins, and strengthened observability UI compatibility. Focused on business value and technical achievements across multiple repos, with cross-team collaboration to deliver secure release workflows, stable shared-name deployments, and improved developer UX.
April 2025 (2025-04) monthly performance summary for Perses suite. The month focused on standardizing trace data ingestion with OpenTelemetry OTLP, improving UI reliability, expanding data visualization capabilities, and strengthening multi-tenant security and upgrade readiness. The work delivered business-value through more robust observability data flows, richer in-cell data visualization, and reduced risk from CVEs and deployment collisions across OpenShift clusters.
April 2025 (2025-04) monthly performance summary for Perses suite. The month focused on standardizing trace data ingestion with OpenTelemetry OTLP, improving UI reliability, expanding data visualization capabilities, and strengthening multi-tenant security and upgrade readiness. The work delivered business-value through more robust observability data flows, richer in-cell data visualization, and reduced risk from CVEs and deployment collisions across OpenShift clusters.
During March 2025, Perses delivered a set of architectural improvements, UI enhancements, and stability fixes across both plugins and the core UI, driving faster feedback, more reliable data configurations, and improved developer experience. The month focused on feature modernization, data reliability, and scalable CI for multi-plugin workloads, while preserving compatibility with Perses v0.x. Key outcomes include faster, safer PR builds through Turborepo-based multi-plugin orchestration and a dedicated PR CI pipeline, a refactor that migrates chart panels to a props-based data flow centralized in the plugin system, and substantial data-source UI improvements that simplify setup for Tempo and Prometheus data sources. UI and UX improvements in the Table component and panel chrome reduce configuration friction and improve readability across dashboards. Finally, a set of stability and compatibility fixes across the stack reduced edge-case failures and improved runtime resilience. Overall, these efforts increase developer velocity, deliver more robust data presentation to end users, and strengthen the platform’s resilience in mixed environments.
During March 2025, Perses delivered a set of architectural improvements, UI enhancements, and stability fixes across both plugins and the core UI, driving faster feedback, more reliable data configurations, and improved developer experience. The month focused on feature modernization, data reliability, and scalable CI for multi-plugin workloads, while preserving compatibility with Perses v0.x. Key outcomes include faster, safer PR builds through Turborepo-based multi-plugin orchestration and a dedicated PR CI pipeline, a refactor that migrates chart panels to a props-based data flow centralized in the plugin system, and substantial data-source UI improvements that simplify setup for Tempo and Prometheus data sources. UI and UX improvements in the Table component and panel chrome reduce configuration friction and improve readability across dashboards. Finally, a set of stability and compatibility fixes across the stack reduced edge-case failures and improved runtime resilience. Overall, these efforts increase developer velocity, deliver more robust data presentation to end users, and strengthen the platform’s resilience in mixed environments.
February 2025 focused on strengthening developer productivity, reliability, and scalability of the Perses plugin ecosystem. Key outcomes include a unified local development experience for Perses plugins with a single development server, updated onboarding docs, and consolidated asset handling. Panel plugin system enhancements delivered unified loading/error handling and prop-based data delivery with conditional queryOptions for panel data. In tempo-operator, end-to-end test stability was improved by removing a redundant assertion, reducing flaky results. Collectively, these changes reduce onboarding time, improve test reliability, and enable more flexible, scalable plugin development across the monorepo. Demonstrated skills include monorepo orchestration, React-based UI design, and robust end-to-end testing practices.
February 2025 focused on strengthening developer productivity, reliability, and scalability of the Perses plugin ecosystem. Key outcomes include a unified local development experience for Perses plugins with a single development server, updated onboarding docs, and consolidated asset handling. Panel plugin system enhancements delivered unified loading/error handling and prop-based data delivery with conditional queryOptions for panel data. In tempo-operator, end-to-end test stability was improved by removing a redundant assertion, reducing flaky results. Collectively, these changes reduce onboarding time, improve test reliability, and enable more flexible, scalable plugin development across the monorepo. Demonstrated skills include monorepo orchestration, React-based UI design, and robust end-to-end testing practices.
January 2025 monthly summary for perses/perses. Key deliverable: a bug fix for the GaugeChartPanel empty state to ensure a user-friendly no-data display. The fix changes the empty gauge series value from null to undefined, avoiding rendering of null text and showing a clear 'No data' state. Two commits implemented the fix under issue #2548. This work improves UX, reduces confusion when datasets are empty, and strengthens the charting component's handling of edge cases. Technologies/skills demonstrated include React/TypeScript data rendering, debugging, and a disciplined commit history. Business value: clearer visual feedback, improved reliability of dashboards, and reduced potential support tickets.
January 2025 monthly summary for perses/perses. Key deliverable: a bug fix for the GaugeChartPanel empty state to ensure a user-friendly no-data display. The fix changes the empty gauge series value from null to undefined, avoiding rendering of null text and showing a clear 'No data' state. Two commits implemented the fix under issue #2548. This work improves UX, reduces confusion when datasets are empty, and strengthens the charting component's handling of edge cases. Technologies/skills demonstrated include React/TypeScript data rendering, debugging, and a disciplined commit history. Business value: clearer visual feedback, improved reliability of dashboards, and reduced potential support tickets.
December 2024 performance summary focusing on reliability, configurability, and faster value delivery across grafana/tempo-operator and perses/perses. Key outcomes include strengthened monitoring robustness by aligning end-to-end tests with OpenTelemetry Collector changes and preventing misconfigurations in the Prometheus namespace, clarifications to OpenShift e2e release instructions, and the introduction of a new HTTPSettingsEditor UI to configure HTTP data sources for Prometheus and Tempo. These efforts reduce risk, improve operator reliability, and accelerate data-source onboarding for users and operators.
December 2024 performance summary focusing on reliability, configurability, and faster value delivery across grafana/tempo-operator and perses/perses. Key outcomes include strengthened monitoring robustness by aligning end-to-end tests with OpenTelemetry Collector changes and preventing misconfigurations in the Prometheus namespace, clarifications to OpenShift e2e release instructions, and the introduction of a new HTTPSettingsEditor UI to configure HTTP data sources for Prometheus and Tempo. These efforts reduce risk, improve operator reliability, and accelerate data-source onboarding for users and operators.
November 2024 monthly summary for grafana/tempo-operator. Focused on stabilizing observability and CI workflows to reduce runtime errors, improve UI reliability, and enhance release confidence. Delivered targeted fixes to tracing configuration, improved Jaeger UI routing, and stabilized changelog validation. These changes lower incident risk and accelerate development cycles by providing a more predictable environment for operators and developers.
November 2024 monthly summary for grafana/tempo-operator. Focused on stabilizing observability and CI workflows to reduce runtime errors, improve UI reliability, and enhance release confidence. Delivered targeted fixes to tracing configuration, improved Jaeger UI routing, and stabilized changelog validation. These changes lower incident risk and accelerate development cycles by providing a more predictable environment for operators and developers.
Overview of all repositories you've contributed to across your timeline