Month: 2025-09 — armosec/system-tests: Stabilized environment-specific dashboard access by delivering a backend configuration fix that aligns Development and Staging URLs with their respective dashboards. This ensures users reach the correct dashboards and reduces misrouting and related support overhead. The change is implemented in commit 61f5ddbe88f1efd1d0fd3334d9c87753299fa3a3 ("fix backends urls (#720)") and merged into main.

August 2025: Delivered two key enhancements in armosec/armoapi-go to strengthen cloud vulnerability correlation and improve per-instance scan visibility. Implemented Cloud vulnerability data model enhancements to include CloudHostHash and CloudAccountGUID for cross-environment vulnerability correlation; refactored architecture by removing the VolumeInfo interface to align with the new hashing approach. Added instance-level scan identification with instanceHash and instanceScanId designators to improve tracking of instance-related scan data across runs. These changes enable faster root-cause analysis and more accurate cloud risk assessment.

July 2025: Focused on scalable agent deployment and standardized volume data handling to accelerate deployment cycles and improve asset governance. Key deliverables include multi-node agent support in kubescape/helm-charts with new daemonsets.yaml and updated templates (daemonset.yaml, values.yaml) to enable multiple independent node agents; unit tests added to validate multi-agent configurations; and in armoapi-go, the introduction of VolumeInfo interface and volume-related constants (volume scan ID, volume ID, instance ID) to unify volume data retrieval and identification. These changes reduce manual configuration, mitigate misconfigurations, and lay groundwork for enhanced automation and telemetry.

June 2025: Delivered key feature and stability improvements across two repos, enhancing container visibility, deployment reliability, and governance.

May 2025 monthly summary focusing on delivered features, major fixes, impact, and skills demonstrated. Highlights include Bottlerocket runtime support across the runtime finder and Helm Chart defaults, enriched Pod lifecycle data models for better troubleshooting and analytics, and dependency maintenance to ensure Bottlerocket runtime path compatibility. Key business value: improved runtime compatibility and observability in Bottlerocket environments, reduced configuration friction, and strengthened deployment reliability across multiple repos.

April 2025 performance summary: Delivered foundational network observability, cloud-context node profiling, and standardized vulnerability workload naming across key repos, plus network event streaming for Kubescape operator and CI stability improvements. These workstreams enhanced visibility, policy accuracy, and release reliability, aligning data models across services and enabling richer analytics for security posture.

March 2025 delivered security posture improvements and RBAC modeling enhancements across kubescape/helm-charts and armosec/armoapi-go. Key work includes upgrading Kubescape operator and image, fixing admission controller network policy, extending the synchronizer to manage Roles and ClusterRoles, and enriching KubernetesObject representations with service selector labels and RoleBinding structures. These changes reduce deployment risk, improve policy correctness, and enhance object modeling for richer telemetry and maintainability.

February 2025 — armosec/armoapi-go Key features delivered - Policy Identification Standardization: Deprecates the 'controlName' field in PostureExceptionPolicy in favor of 'ControlID' to streamline policy identification and reduce confusion. Commit 8579ff408fc0aeacc62af1927b76bb1f10ecb1a3 (#450). - KubernetesObject PodSpec Labels Tracking: Adds PodSpecLabels to KubernetesObject to store labels from the pod spec, differentiating them from network policy pod selectors for finer-grained metadata management. Commit 28eb146ea528af382600874d390eec9ab381ece3 (#451). Major bugs fixed - None reported this month for armosec/armoapi-go. Overall impact and accomplishments - Improves policy governance and operational clarity by standardizing identifiers; enhances metadata management for more accurate policy targeting and auditing; supports future automation and faster incident response via clearer policy identity and richer metadata. Technologies/skills demonstrated - Go development in a Kubernetes-oriented policy platform; policy deprecation and API surface stabilization; metadata modeling; traceable commits with PR references.

January 2025 performance summary for armosec/system-tests, kubescape/helm-charts, and kubescape/node-agent. Focused on delivering secure, reliable features, reducing operational risk, and simplifying architecture while improving cloud metadata handling and deployment reliability. Key deliverables: - Standardized Authorization headers for WebSocket and REST calls, introducing token-based header usage for WebSocket and fixing header construction in ControlPanelAPI to prevent auth failures. - Stabilized vulnerability scanning and CSPM tests by pinning compatible helm chart versions, removing outdated tests, restoring essential Kubescape mappings, and selectively bypassing CSPM tests to improve reliability. - Decommissioned the gateway component in kubescape/helm-charts to streamline architecture and reduce maintenance overhead. - Expanded Node Agent RBAC to include access to ConfigMaps, enabling retrieval and watching of ConfigMaps for operational workflows. - Centralized cloud metadata handling and enriched AWS metadata by moving cloud metadata logic to the k8s-interface package and augmenting data via the aws-auth ConfigMap. Impact: - Improved security posture with consistent auth headers, more reliable test suites, a leaner architecture, and better cloud visibility for automation and compliance. Technologies/skills demonstrated: - Kubernetes, Helm charts, RBAC, ConfigMaps, token-based authentication design, test reliability engineering, CI/CD readiness, and cloud metadata integration across multiple repos.

December 2024 monthly summary covering kubescape/helm-charts and armosec/system-tests. Key features delivered include Kubernetes image pull secrets generation in Helm charts, with a new dockerconfigjson secret template and conditional creation based on chart values. Release readiness was improved through version bumps across Helm charts and image tag updates for operator, kubevuln, and storage components. Major bugs fixed include Cronjob List robustness (initialization to an empty list to avoid backend API/registry processing errors) and stability enhancements in tests: Helm branch handling stabilized to support dynamic tests, removal of brittle git commit hash checks in test_api_version_info, and ignoring the tickets key in SecurityRisksScenarioManager to prevent false positives. Overall impact includes reduced deployment friction, safer secret handling, more reliable test suites, and smoother release cycles. Technologies and skills demonstrated include Helm templating and Kubernetes secrets, release engineering, CI/test reliability improvements, and robust test design, underscoring business value of faster releases with fewer runtime/test failures and safer security risk workflows.

November 2024 monthly work summary focusing on delivering broader test coverage, stabilizing CI, and enabling dynamic configuration across multiple repos. Primary emphasis on system-test reliability, Kubernetes/Helm workflows, and API configuration flexibility. Implementations included test instrumentation, stability improvements, and a scope-expanding test framework update, all aimed at reducing release risk and improving posture identification.