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Andrew Stucki

PROFILE

Andrew Stucki

Andrew Stucki engineered advanced Kubernetes operator capabilities in the redpanda-data/redpanda-operator repository, focusing on scalable cluster lifecycle management, cross-cluster orchestration, and secure access control. He designed and implemented features such as multi-node pool support, ShadowLink cross-cluster synchronization, and Group-Based Access Control, leveraging Go and YAML for robust API and CRD development. Andrew’s work included refactoring Helm chart rendering, integrating OpenTelemetry for observability, and enforcing secure secret handling. Through comprehensive testing, CI/CD automation, and backward-compatible API delegation, he delivered production-grade reliability and maintainability, addressing real-world deployment challenges and enabling flexible, policy-driven management for distributed Redpanda clusters.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

180Total
Bugs
28
Commits
180
Features
84
Lines of code
533,649
Activity Months18

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 monthly summary: Delivered Group-Based Access Control (GBAC) in the redpanda-operator, introducing a new Group CRD and GroupReconciler to manage ACLs via OIDC groups. Implemented API delegation from the v1 admin API to the v2 protobuf-based API to support both user and group principals, with a transparent fallback for older clusters. Added comprehensive unit, integration, and acceptance tests to verify functionality and reliability across v1/v2 deployments. This work strengthens security, simplifies RBAC for multi-tenant environments, and establishes forward- and backward-compatible access control groundwork for Kubernetes clusters.

February 2026

4 Commits • 2 Features

Feb 1, 2026

February 2026 monthly summary focusing on key accomplishments, business impact, and technical excellence across the Redpanda data repos. This period delivered stability improvements for production-grade operator deployment, build and code quality enhancements, and clearer error messaging to reduce investigation time.

January 2026

41 Commits • 20 Features

Jan 1, 2026

January 2026: Delivered targeted feature enhancements, stability improvements, and governance updates across the Redpanda codebase, focusing on multi-cluster operations, security, telemetry, and maintainability. The month produced measurable business value through operational efficiency, reliability, and clearer governance signals for performance reviews.

December 2025

14 Commits • 7 Features

Dec 1, 2025

December 2025 monthly summary focusing on key business value and technical achievements across redpanda-operator and common-go. Highlights include cross-cluster orchestration enablement (multicluster client, library, factory, and reconcilers with a new multicluster library), ShadowLink CRD enablement with default on and CLI configurability, a CRD deprecation warnings system to guide users, a default kube-system namespace for leader election to improve cluster-scoped deployments, and release process stabilization with documentation updates. In common-go, groundwork for Enterprise License Validation Library and CI license validations established to enforce feature gating based on licenses. These efforts collectively improve reliability, security, deployment flexibility, compliance, and time-to-value for operators and tenants.

November 2025

4 Commits • 2 Features

Nov 1, 2025

Month: 2025-11 — Focused on reliability and configurability of ShadowLink in redpanda-operator and on upgrade validation. Delivered ShadowLink enhancements (partial sourceCluster mutability, updated protos, schema registry options override, Paused field, external secrets in cluster source fields) with improved error handling and test configurability; added an upgrade path acceptance test to validate version transitions (initially disabled); improved test infrastructure (env-var based tests, RC/nightly alignment, and lint/test hygiene). These changes increase deployment stability, reduce operator toil, and accelerate safe upgrades for customers.

October 2025

11 Commits • 6 Features

Oct 1, 2025

October 2025 monthly summary highlights a focused delivery of cross-cluster capabilities, multi-version API support, and security/configuration improvements in the redpanda-operator. These efforts enable safer multi-cluster deployments, broader test coverage, and easier operator management for production use cases.

September 2025

12 Commits • 2 Features

Sep 1, 2025

September 2025 (2025-09) summary for redpanda-operator focusing on enhanced cluster configurability, stability, and cloud integration. Delivered multi-node pool capabilities across the v2 controller and Redpanda operator, expanded cloud storage options with Azure-tiered storage, and strengthened deployment reliability. Improved test infrastructure to reduce flaky tests and updated resource initialization for robust operator behavior.

August 2025

4 Commits • 4 Features

Aug 1, 2025

In August 2025, delivered core enhancements for testing and deployment infrastructure in the redpanda-operator, with a focus on robust end-to-end testing, stability, and maintainability. Key contributions include enabling virtual Kubernetes clusters in Harpoon, dependency upgrades for stability and security, a refactored Helm chart rendering pipeline with RenderState, and adoption of the v25 rendering pipeline.

July 2025

6 Commits • 4 Features

Jul 1, 2025

July 2025 monthly summary for redpanda-operator focusing on delivery reliability, resilience, and API cleanliness. Delivered four key features with improvements that enhance CI reliability, cluster bootstrapping resilience, and API stability, while aligning dependencies and default settings for predictable operation. Key outcomes: - Stabilized backport automation in CI and authentication handling; reduced flaky backport runs and improved label/token management. - Hardened configuration changes workflow by triggering rolling restarts on config hash changes and adding a retry mechanism for initial cluster configuration fetch. - Cleaned API surface by removing a deprecated Connectors field from docs and cluster spec to reduce maintenance burden and confusion for downstream users. - Updated dependency versions and refined default-settings handling to ensure defaults are consistently applied and dependencies are in sync. Overall, these changes reduce operator downtime, improve resilience during config changes and initial bootstrap, and simplify API usage for operators and users. Skills demonstrated include CI/CD automation, Kubernetes operator patterns, configuration management, API surface maintenance, and dependency governance.

June 2025

2 Commits • 1 Features

Jun 1, 2025

June 2025 highlights for redpanda-operator: Delivered reliability and security enhancements that reduce downtime and strengthen secret handling in Kubernetes. Refactored cluster config synchronization to hashed properties, preventing unnecessary pod restarts and added regression tests to ensure superuser changes do not trigger restarts. Enforced immutability of the bootstrap password secret to harden security and ensure single-use secrets within charts. These changes improve uptime, deployment stability, and security posture, and demonstrate strong skills in Kubernetes API design, test coverage, and secure secret management.

May 2025

12 Commits • 7 Features

May 1, 2025

2025-05 monthly summary for redpanda-operator: Focused on delivering scalable CRD lifecycle, robust cluster management, observability, and NodePool multi-deploy readiness; improved reliability and developer experience across core operator functions.

April 2025

5 Commits • 4 Features

Apr 1, 2025

April 2025 performance summary: Delivered foundational lifecycle management framework for v2 Redpanda clusters, enabling interfaces and concrete implementations for lifecycle handling, node pool management via StatefulSets, and groundwork for future controller integration. Implemented status visibility improvements with generated status conditions and accompanying tests. Advanced release/testing workflow by adopting an RC-channel Helm chart and a local/unpinned chart workflow, improving feature validation and alignment between test assets and deployments. Extended AdminAPI client with configurable initialization options for greater flexibility in client configuration. No explicit bug fixes documented in this period; focus was on feature delivery and groundwork for stability. Business value includes streamlined cluster lifecycle, faster feature validation, improved observability, and greater configuration flexibility. Technologies/skills demonstrated include Go, Kubernetes operators, code generation, Helm charts, and test-driven development, with strong emphasis on maintainability and forward-compatibility across repos.

March 2025

15 Commits • 4 Features

Mar 1, 2025

March 2025 highlights: consolidated sidecar and Go-based config-watcher; relaxed health checks for broker nodes to improve compatibility across cluster versions; added backport tooling and automated PR/workflow; CI/test reliability hardening to reduce flaky failures; dynamic license header branding; SASL default mechanism for Console startup; and configuration hash stabilization to prevent unnecessary restarts. These changes reduce deployment fragility, accelerate safe upgrades across versions, and streamline maintenance, while showcasing Go, Kubernetes operator patterns, GitHub Actions automation, and testing/CI resilience.

February 2025

2 Commits • 2 Features

Feb 1, 2025

February 2025 achievements for redpanda-operator focusing on robust connectivity and reliable operation. Implemented dial context injection for the v1 Admin API client to enable flexible, context-aware connections; refined operator sidecar port bindings to avoid conflicts and disabled health probe participation in leader election to improve availability. These changes enhance deployment reliability, observability, and configurability in production clusters.

January 2025

10 Commits • 5 Features

Jan 1, 2025

January 2025 performance summary for redpanda-data repositories (redpanda-operator and common-go). The team delivered important reliability and observability improvements, reorganized critical components for maintainability, and strengthened network handling across API clients. Key features include health probes and readiness checks for Redpanda brokers, a sidecar-based health probe server, and integration tests; a sidecar entrypoint integration for PVC Unbinder with a restructured decommissioning package; and a clear separation of acceptance tests from integration tests to streamline CI. In common-go, a new Partition Summary API was introduced along with dialer context propagation fixes and tests ensuring sub-clients use the provided dialer. Routine maintenance included dependency upgrades, code style and lint cleanups, and updates to Helm resources for testing. Collectively, these efforts reduce MTTR, improve cluster visibility, and accelerate developer onboarding and feature delivery.

December 2024

21 Commits • 5 Features

Dec 1, 2024

December 2024 Performance Summary: The Redpanda platform consolidation across operator and common-go repos delivered notable reliability, governance, and deployment robustness enhancements, with a strong emphasis on operational visibility and secure, scalable defaults. Key features delivered: - RedpandaLicenseStatus: Introduced a CRD and controller updates to track license expiration, current feature usage, and policy violations, surfacing license status in Redpanda status to improve compliance and governance (commit 9a0d9e4febdee8fc458919b9112918382d8f6db1). - Sidecar decommissioning: Added a sidecar for broker and PVC decommissioning with new fetcher strategies and delayed caching to prevent race conditions, improving lifecycle management of resources (commit 8f29324d4c430070306312e7a3a820579389a35d). - Go-based config watcher: Implemented a Go-based watcher to manage superusers and cluster config with flags to enable user watching and directories; integrated into the sidecar for centralized control (commit 5ce84b8e07c345513907501ddf27262faa719e85). - Flux/Helm installation resilience: Added a remediation with retries for Flux-based Helm installations to improve install robustness in automated pipelines (commit 4321c2f48f1491557f8c821912098b99b1135f35). Major bugs fixed: - Server name generation for internal domain: Fixed to include the full cluster domain so clients with partial SANs can connect reliably, preventing connectivity issues (commit d1f37727edf4fefa04ea05110d09529831a534a8). - Statefulset decommission flaky tests: Relaxed error handling to log and return false on transient errors, reducing flaky test failures (commit 745ee9ddf5660a687d71bc0285932f0fb3b57913). - CLI sidecar command usage correction: Corrected the Use field to reflect sidecar command purpose, improving UX and reducing misconfigurations (commit 4f7b5c14a3bcf7aa07337ded1fb1caffe273667e). - rpadmin cleanup: Added explicit Close() calls to prune idle connections and prevent resource leaks (commit 85f69ff75564a0e4b18620c1595c9f2df039830d). - Deployment/chart hardening: Consolidated fixes across connectors, charts, and deployment config hardening for improved security and reliability (multiple commits: 2dfa78a54b462cc5e3934350b9cae9f9802c5530, db24687e320eb8fc80c579b36947590d04930660, b3907e57c30c853e7dd7781cdf5d2f88c7863a49, 3ed6b0345889d8576b8ea3982a9c281cb193ba88, 2ae908c7ed66d710546605e843b6b6bc8292dbd2, d453875ad30867c1bcb317fd76c1414268d87782). Overall impact and accomplishments: - Strengthened platform reliability, governance, and security posture across operator and common-go components. - Improved operational visibility with license status and centralized config management, enabling proactive risk mitigation and smoother audits. - Enhanced deployment resilience and lifecycle management, reducing outages and flaky test failures. - Demonstrated strong collaboration between Go-based tooling, Kubernetes primitives (CRDs, sidecars), and Helm Flux workflows to deliver scalable, production-ready capabilities. Technologies/skills demonstrated: - Kubernetes CRDs and controller patterns, sidecar architecture, and delayed caching strategies. - Go-based configuration watching, mutex-based resource handling, and robust HTTP client management. - Helm Flux installation automation, deployment hardening, and security practices. - Test stabilization, resource cleanup patterns, and performance-minded refactoring for reliability.

November 2024

12 Commits • 7 Features

Nov 1, 2024

November 2024 (2024-11) monthly summary for the redpanda-operator workstream. Focused on security, schema versatility, scalability, and stability enhancements that enable safer production deployments and faster multi-cluster experimentation.

October 2024

4 Commits • 1 Features

Oct 1, 2024

October 2024: Delivered end-to-end Schema Resource Management in the Redpanda Operator, enabling Kubernetes-native lifecycle management of Redpanda schemas. Implemented CRD-backed schema resources, a dedicated controller, and RBAC protections, along with configuration to manage schemas via Kubernetes manifests. This work reduces manual schema operations, improves consistency and governance, and lowers operator maintenance burden.

Activity

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Quality Metrics

Correctness91.4%
Maintainability88.4%
Architecture88.2%
Performance81.8%
AI Usage22.8%

Skills & Technologies

Programming Languages

AsciidocBashC++GherkinGoGo TemplateGo TemplatesGo templateGoTemplateJSON

Technical Skills

API Client IntegrationAPI DesignAPI DevelopmentAPI IntegrationAPI developmentAcceptance TestingAutomationBackend DevelopmentBackend developmentBash ScriptingBuild SystemsC++CI/CDCLI DevelopmentCRD Definition

Repositories Contributed To

3 repos

Overview of all repositories you've contributed to across your timeline

redpanda-data/redpanda-operator

Oct 2024 Mar 2026
18 Months active

Languages Used

GherkinGoGo templateyamlGo TemplateYAMLBashGoTemplate

Technical Skills

CRD ManagementGoHelmKubernetesOperator SDKRBAC

redpanda-data/common-go

Dec 2024 Feb 2026
6 Months active

Languages Used

GoYAMLMarkdown

Technical Skills

API DesignAPI DevelopmentBackend DevelopmentConcurrencyError HandlingGo

redpanda-data/redpanda

Jan 2026 Jan 2026
1 Month active

Languages Used

C++

Technical Skills

C++Kubernetesbackend development