
Thomas Ferrandiz engineered robust networking and automation solutions across the Rancher RKE2 ecosystem, focusing on repositories such as rancher/rke2 and rancher/rke2-charts. He upgraded CNI plugins, implemented end-to-end testing frameworks, and enhanced deployment reliability by integrating features like dynamic network controllers and dependency integrity verification. Using Go, Bash, and Helm, Thomas addressed challenges in Kubernetes networking, CI/CD automation, and image management, often improving security and reducing operational friction. His work demonstrated depth in container orchestration and configuration management, delivering stable upgrades, streamlined release processes, and improved documentation, which collectively strengthened the reliability and maintainability of production Kubernetes environments.
April 2026 monthly summary for rancher/rke2: Key feature delivered - dependency integrity verification across environments. Implemented and updated checksum verification for third-party dependencies to guarantee integrity of downloaded assets in Vagrant setups and Windows Docker builds. Major bug fixed - corrected and hardened checksums in Dockerfile.windows to prevent integrity regressions. Overall impact: strengthens supply chain security, improves cross-environment reproducibility, and reduces build failures due to tampered or mismatched dependencies. Technologies/skills demonstrated: build automation, security hardening, cross-platform (Vagrant, Windows Docker), checksum/cryptographic verification, Dockerfile remediation, code review and version control.
April 2026 monthly summary for rancher/rke2: Key feature delivered - dependency integrity verification across environments. Implemented and updated checksum verification for third-party dependencies to guarantee integrity of downloaded assets in Vagrant setups and Windows Docker builds. Major bug fixed - corrected and hardened checksums in Dockerfile.windows to prevent integrity regressions. Overall impact: strengthens supply chain security, improves cross-environment reproducibility, and reduces build failures due to tampered or mismatched dependencies. Technologies/skills demonstrated: build automation, security hardening, cross-platform (Vagrant, Windows Docker), checksum/cryptographic verification, Dockerfile remediation, code review and version control.
February 2026 monthly summary for rancher/rke2-charts highlighting deployment configurability improvements and DNS stability fixes that deliver tangible business value. Implemented targeted changes to improve deployment flexibility, security, and reliability within the RKE2 charts, with a focus on reducing DNS-related outages and operational burden.
February 2026 monthly summary for rancher/rke2-charts highlighting deployment configurability improvements and DNS stability fixes that deliver tangible business value. Implemented targeted changes to improve deployment flexibility, security, and reliability within the RKE2 charts, with a focus on reducing DNS-related outages and operational burden.
January 2026 Highlights: Delivered critical networking improvements and expanded test coverage across three repos, strengthening deployment reliability and security while reducing release risk. Key features delivered include Calico/CNI networking upgrades in RKE2 and the introduction of an end-to-end testing framework for Calico eBPF mode with dual-stack support. Major bugs fixed include CI workflow duplicate IDs in image-build-calico and robust release versioning fixes in rke2-charts to ensure accurate version bumps. Overall impact: more secure, scalable, and reliable networking for RKE2 deployments, with improved test robustness and release tooling. Technologies demonstrated: Calico/eBPF, Kubernetes/RKE2, IPv4/IPv6 dual-stack, Vagrant-based testing, updatecli, and GitHub Actions-based CI/CD, with scripting and in-place edits (sed).
January 2026 Highlights: Delivered critical networking improvements and expanded test coverage across three repos, strengthening deployment reliability and security while reducing release risk. Key features delivered include Calico/CNI networking upgrades in RKE2 and the introduction of an end-to-end testing framework for Calico eBPF mode with dual-stack support. Major bugs fixed include CI workflow duplicate IDs in image-build-calico and robust release versioning fixes in rke2-charts to ensure accurate version bumps. Overall impact: more secure, scalable, and reliable networking for RKE2 deployments, with improved test robustness and release tooling. Technologies demonstrated: Calico/eBPF, Kubernetes/RKE2, IPv4/IPv6 dual-stack, Vagrant-based testing, updatecli, and GitHub Actions-based CI/CD, with scripting and in-place edits (sed).
December 2025 monthly summary: Delivered stability- and usability-focused updates across the RKE2 stack, Calico integration, and documentation. Key features include dependency updates for RKE2-Multus and CoreDNS to improve stability and compatibility, along with documentation improvements for Calico eBPF dataplane, and a new Kubernetes-services-endpoint ConfigMap in the tigera-operator namespace to streamline endpoint management and address upstream line-ending issues. The changes reduce upgrade friction, improve runtime stability, and clarify advanced networking configurations, delivering measurable business value to customers relying on RKE2 with Tigera Calico.
December 2025 monthly summary: Delivered stability- and usability-focused updates across the RKE2 stack, Calico integration, and documentation. Key features include dependency updates for RKE2-Multus and CoreDNS to improve stability and compatibility, along with documentation improvements for Calico eBPF dataplane, and a new Kubernetes-services-endpoint ConfigMap in the tigera-operator namespace to streamline endpoint management and address upstream line-ending issues. The changes reduce upgrade friction, improve runtime stability, and clarify advanced networking configurations, delivering measurable business value to customers relying on RKE2 with Tigera Calico.
November 2025 monthly summary focusing on reliability improvements and testing capabilities across Rancher projects. Key deliverables include a bug fix for Libpbf arm64 Docker builds in image-build-calico; addition of end-to-end Multus CNI tests in k3s; a user experience improvement via a Cilium exclusive config version gate in rke2-docs; and an automatic cleanup-on-exit default for RKE2-Multus in rke2-charts. These efforts reduce build fragility, improve network reliability, simplify configuration, and enhance resource management, aligning with November 2025 releases.
November 2025 monthly summary focusing on reliability improvements and testing capabilities across Rancher projects. Key deliverables include a bug fix for Libpbf arm64 Docker builds in image-build-calico; addition of end-to-end Multus CNI tests in k3s; a user experience improvement via a Cilium exclusive config version gate in rke2-docs; and an automatic cleanup-on-exit default for RKE2-Multus in rke2-charts. These efforts reduce build fragility, improve network reliability, simplify configuration, and enhance resource management, aligning with November 2025 releases.
October 2025 monthly summary: Delivered targeted, business-value improvements across three repos to enhance security, reliability, and deployment efficiency. Features/bugs delivered include embedding the nft binary into the image (rancher/image-build-calico); Calico CRD updates and enhanced networking policy/CNI backends (rke2-charts) with nftables parity; replacement of yq with sed for packaging reliability; and CNI plugins upgrades (rke2). Impact: faster, more reliable deployments, improved security posture, and easier upgrades across Calico and networking components. Technologies demonstrated: Dockerfile optimization, CRD and RBAC alignment, env-var management for nftables, sed-based scripting, and cross-backend CNI tuning. Business value: reduced manual steps, lower risk during upgrades, and better alignment with latest Calico features.
October 2025 monthly summary: Delivered targeted, business-value improvements across three repos to enhance security, reliability, and deployment efficiency. Features/bugs delivered include embedding the nft binary into the image (rancher/image-build-calico); Calico CRD updates and enhanced networking policy/CNI backends (rke2-charts) with nftables parity; replacement of yq with sed for packaging reliability; and CNI plugins upgrades (rke2). Impact: faster, more reliable deployments, improved security posture, and easier upgrades across Calico and networking components. Technologies demonstrated: Dockerfile optimization, CRD and RBAC alignment, env-var management for nftables, sed-based scripting, and cross-backend CNI tuning. Business value: reduced manual steps, lower risk during upgrades, and better alignment with latest Calico features.
September 2025 performance summary focusing on reliability, upgrade cycles, and cross-registry image consistency across Rancher components. Key features delivered: - rancher/image-build-calico: Implemented robust Release Workflow Tag Name Retrieval by using github.event.release.tag_name for GITHUB_ACTION_TAG, addressing empty/ref_name edge cases and stabilizing release tagging. - rancher/image-mirror: Added autoupdate configuration for cilium-certgen v0.2.4 and established cross-registry mirroring to ensure consistent image availability across registries. - rancher/rke2: Upgraded networking components by bumping CNI charts and CoreDNS (Calico, Canal, Cilium, Flannel, Multus) to latest stable versions, enhancing cluster stability, security, and performance. Major bugs fixed: - Fixed release workflow tag_name retrieval by switching to github.event.release.tag_name, eliminating inconsistency in GITHUB_ACTION_TAG for releases. Overall impact and accomplishments: - Increased reliability and predictability of release processes and image distribution. - Reduced manual intervention through automated image updates and cross-registry synchronization. - Improved end-user cluster stability and security via up-to-date networking components. Technologies/skills demonstrated: - GitHub Actions/workflow enhancements and tag handling, commit hygiene and traceability. - Image mirroring, autoupdate configuration, and cross-registry synchronization. - Kubernetes networking upgrades (CNI, CoreDNS) and version pinning for stability and security. - Cross-repo coordination and impact assessment across build, mirror, and cluster management components.
September 2025 performance summary focusing on reliability, upgrade cycles, and cross-registry image consistency across Rancher components. Key features delivered: - rancher/image-build-calico: Implemented robust Release Workflow Tag Name Retrieval by using github.event.release.tag_name for GITHUB_ACTION_TAG, addressing empty/ref_name edge cases and stabilizing release tagging. - rancher/image-mirror: Added autoupdate configuration for cilium-certgen v0.2.4 and established cross-registry mirroring to ensure consistent image availability across registries. - rancher/rke2: Upgraded networking components by bumping CNI charts and CoreDNS (Calico, Canal, Cilium, Flannel, Multus) to latest stable versions, enhancing cluster stability, security, and performance. Major bugs fixed: - Fixed release workflow tag_name retrieval by switching to github.event.release.tag_name, eliminating inconsistency in GITHUB_ACTION_TAG for releases. Overall impact and accomplishments: - Increased reliability and predictability of release processes and image distribution. - Reduced manual intervention through automated image updates and cross-registry synchronization. - Improved end-user cluster stability and security via up-to-date networking components. Technologies/skills demonstrated: - GitHub Actions/workflow enhancements and tag handling, commit hygiene and traceability. - Image mirroring, autoupdate configuration, and cross-registry synchronization. - Kubernetes networking upgrades (CNI, CoreDNS) and version pinning for stability and security. - Cross-repo coordination and impact assessment across build, mirror, and cluster management components.
Monthly summary for 2025-08: Delivered focused upgrades and hardening across the Kubernetes ecosystem. Key achievements include version-aware configuration guidance for RKE2-Multus, CoreDNS upgrades to latest stable releases across Rancher RKE2 and K3s components, integration of autoupdate configuration for CoreDNS in image-mirror, and hardening of image builds by locking mandatory packages. These changes improve security, reliability, offline/airgap readiness, and upgrade velocity, delivering measurable business value through fewer configuration errors, faster DNS stability, and safer automated updates.
Monthly summary for 2025-08: Delivered focused upgrades and hardening across the Kubernetes ecosystem. Key achievements include version-aware configuration guidance for RKE2-Multus, CoreDNS upgrades to latest stable releases across Rancher RKE2 and K3s components, integration of autoupdate configuration for CoreDNS in image-mirror, and hardening of image builds by locking mandatory packages. These changes improve security, reliability, offline/airgap readiness, and upgrade velocity, delivering measurable business value through fewer configuration errors, faster DNS stability, and safer automated updates.
July 2025 monthly summary focusing on networking improvements, governance alignment, and tooling reliability across Rancher’s RKE2 ecosystem. Delivered granular IP allocation via NodeSlicePool for whereabouts CNI, enhanced Multus CNI with dynamic networks and thick plugin support, stabilized deployment workflows with CI tooling fixes, and expanded user guidance through experimental Thick Plugin documentation and ADRs. The work strengthens network fabric, accelerates onboarding, and reduces deployment risk while aligning with upstream directions.
July 2025 monthly summary focusing on networking improvements, governance alignment, and tooling reliability across Rancher’s RKE2 ecosystem. Delivered granular IP allocation via NodeSlicePool for whereabouts CNI, enhanced Multus CNI with dynamic networks and thick plugin support, stabilized deployment workflows with CI tooling fixes, and expanded user guidance through experimental Thick Plugin documentation and ADRs. The work strengthens network fabric, accelerates onboarding, and reduces deployment risk while aligning with upstream directions.
June 2025 monthly summary focusing on key accomplishments and business impact across the Rancher RKE2 ecosystem. This period centered on networking reliability and security, improved image mirroring and CI reliability, chart updates for stability, and enhanced operator guidance through documentation. The work demonstrates strong capabilities in Kubernetes networking, Helm chart management, CI/CD workflow optimization, and SELinux compatibility support.
June 2025 monthly summary focusing on key accomplishments and business impact across the Rancher RKE2 ecosystem. This period centered on networking reliability and security, improved image mirroring and CI reliability, chart updates for stability, and enhanced operator guidance through documentation. The work demonstrates strong capabilities in Kubernetes networking, Helm chart management, CI/CD workflow optimization, and SELinux compatibility support.
April 2025 performance summary: Delivered two major feature updates across rancher/rke2-charts and rancher/rke2, focusing on upstream alignment, monitoring automation, and networking reliability. The work increased deployment stability, reduced upgrade risk, and enabled faster iteration cycles through explicit versioning and monitoring.
April 2025 performance summary: Delivered two major feature updates across rancher/rke2-charts and rancher/rke2, focusing on upstream alignment, monitoring automation, and networking reliability. The work increased deployment stability, reduced upgrade risk, and enabled faster iteration cycles through explicit versioning and monitoring.
March 2025 monthly summary for developer work across rancher/rke2-charts and rancher/rke2. Focus on automation, reliability, and portability to accelerate updates, reduce toil, and improve resilience. Business value realized through automated upgrades, configurable health checks, and consistent cross-repo tooling.
March 2025 monthly summary for developer work across rancher/rke2-charts and rancher/rke2. Focus on automation, reliability, and portability to accelerate updates, reduce toil, and improve resilience. Business value realized through automated upgrades, configurable health checks, and consistent cross-repo tooling.
February 2025 — Rancher/rke2-charts: Delivered a critical bug fix in the Issue Creation Script Title Logging. Replaced an incorrect variable usage with ISSUE_TITLE in create-issue.sh to ensure logs accurately reflect the issue title, improving observability and automation reliability. No new features introduced this month; main focus was on quality improvements and stability of issue-creation workflows. Business value: better traceability, faster debugging, reduced manual interventions. Technologies/skills: Bash scripting, logging best practices, Git discipline and commit clarity.
February 2025 — Rancher/rke2-charts: Delivered a critical bug fix in the Issue Creation Script Title Logging. Replaced an incorrect variable usage with ISSUE_TITLE in create-issue.sh to ensure logs accurately reflect the issue title, improving observability and automation reliability. No new features introduced this month; main focus was on quality improvements and stability of issue-creation workflows. Business value: better traceability, faster debugging, reduced manual interventions. Technologies/skills: Bash scripting, logging best practices, Git discipline and commit clarity.
January 2025 monthly summary for rancher/rke2: Delivered a focused upgrade of the networking stack by upgrading Flannel, Canal, and Multus to the latest stable releases. The change involved updating the Dockerfile, chart versions, and image build scripts to ensure the RKE2 build uses current, stable networking components. This upgrade enhances cluster networking reliability, security, and maintainability, and reduces upgrade friction for customers. Impact includes a more stable default networking stack across deployments and a cleaner path for future updates. Technologies demonstrated include Dockerfile optimization, Helm chart versioning, and CI/build script adjustments to reflect component bumps.
January 2025 monthly summary for rancher/rke2: Delivered a focused upgrade of the networking stack by upgrading Flannel, Canal, and Multus to the latest stable releases. The change involved updating the Dockerfile, chart versions, and image build scripts to ensure the RKE2 build uses current, stable networking components. This upgrade enhances cluster networking reliability, security, and maintainability, and reduces upgrade friction for customers. Impact includes a more stable default networking stack across deployments and a cleaner path for future updates. Technologies demonstrated include Dockerfile optimization, Helm chart versioning, and CI/build script adjustments to reflect component bumps.
December 2024 performance snapshot for rancher/image-mirror focused on delivering configurable tonistiigi-xx behavior and stabilizing tag retrieval workflows to reduce maintenance burden and external dependencies.
December 2024 performance snapshot for rancher/image-mirror focused on delivering configurable tonistiigi-xx behavior and stabilizing tag retrieval workflows to reduce maintenance burden and external dependencies.
November 2024: Delivered major networking, DNS, packaging, and automation improvements across rancher/rke2-charts and rancher/rke2. The work strengthened security and reliability, improved release correctness, and enhanced failure visibility for faster triage.
November 2024: Delivered major networking, DNS, packaging, and automation improvements across rancher/rke2-charts and rancher/rke2. The work strengthened security and reliability, improved release correctness, and enhanced failure visibility for faster triage.

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