
James Fox developed security automation and testing solutions across google/tsunami-security-scanner-plugins, google/security-testbeds, and google/osv-scalibr. He engineered plugins and workflows to detect Kubernetes and Argo Workflows exposures, integrating out-of-band vulnerability verification and automating exploit demonstrations. His work included robust Docker Compose image extraction in Go, cross-platform file handling, and environment variable resolution, improving vulnerability assessment pipelines. In Bash and Java, he enhanced CI/CD reliability, standardized resource cleanup, and documented secure deployment practices. By refining onboarding, configuration management, and testbed reproducibility, James delivered maintainable, cross-platform security tooling that accelerates risk detection and remediation for Kubernetes-based environments and containerized applications.

October 2025: Delivered reliability and standardization improvements to Kubernetes-based security testing pipelines across two repositories. Implemented a reliable cleanup for the Kubernetes UI plugin workflow to prevent resource leaks and standardized the job name across runs. Updated the Secure Kubernetes Dashboard Exploit Workflow with security-focused setup guidance and authentication considerations, including CSRF token handling, and standardized the cleanup/exploit job name to tsunami-security-scanner-job. These changes reduce flaky runs, improve reproducibility, and provide clearer operational guidance for secure deployments.
October 2025: Delivered reliability and standardization improvements to Kubernetes-based security testing pipelines across two repositories. Implemented a reliable cleanup for the Kubernetes UI plugin workflow to prevent resource leaks and standardized the job name across runs. Updated the Secure Kubernetes Dashboard Exploit Workflow with security-focused setup guidance and authentication considerations, including CSRF token handling, and standardized the cleanup/exploit job name to tsunami-security-scanner-job. These changes reduce flaky runs, improve reproducibility, and provide clearer operational guidance for secure deployments.
September 2025 delivered cross-repo improvements in container security tooling with concrete business value. Key features delivered across three repos include: a new Docker Compose image extractor in osv-scalibr with robust environment variable handling, cross-platform path support, and enhanced file I/O; updated documentation reflecting extractor usage and Windows compatibility; onboarding improvements for Kubernetes Dashboard exposure in security-testbeds; a secure and unified Kubernetes Dashboard deployment & testing framework (Minikube/Helm) establishing a base for both vulnerable and secure configurations; and a fix to Kubernetes Dashboard API URL routing in tsunami-security-scanner-plugins to ensure direct access to dashboard endpoints. Major bugs fixed include: improved accuracy by removing incomplete env-var-based image tags during extraction and addressing linting/documentation issues. Overall impact: accelerates secure image inventory and vulnerability assessment by delivering reliable extractors and standardized deployment/testing workflows, reducing onboarding time for security testing, and improving routing accuracy for dashboard APIs. This strengthens the tooling baseline for proactive security and compliance checks while enhancing cross-team collaboration. Technologies/skills demonstrated: Go-based tooling and YAML parsing; robust file I/O and cross-platform path handling; environment-variable resolution; Docker/Compose integration; Kubernetes, Minikube, and Helm workflows; security testing pipelines; comprehensive documentation and lint-compliant coding practices.
September 2025 delivered cross-repo improvements in container security tooling with concrete business value. Key features delivered across three repos include: a new Docker Compose image extractor in osv-scalibr with robust environment variable handling, cross-platform path support, and enhanced file I/O; updated documentation reflecting extractor usage and Windows compatibility; onboarding improvements for Kubernetes Dashboard exposure in security-testbeds; a secure and unified Kubernetes Dashboard deployment & testing framework (Minikube/Helm) establishing a base for both vulnerable and secure configurations; and a fix to Kubernetes Dashboard API URL routing in tsunami-security-scanner-plugins to ensure direct access to dashboard endpoints. Major bugs fixed include: improved accuracy by removing incomplete env-var-based image tags during extraction and addressing linting/documentation issues. Overall impact: accelerates secure image inventory and vulnerability assessment by delivering reliable extractors and standardized deployment/testing workflows, reducing onboarding time for security testing, and improving routing accuracy for dashboard APIs. This strengthens the tooling baseline for proactive security and compliance checks while enhancing cross-team collaboration. Technologies/skills demonstrated: Go-based tooling and YAML parsing; robust file I/O and cross-platform path handling; environment-variable resolution; Docker/Compose integration; Kubernetes, Minikube, and Helm workflows; security testing pipelines; comprehensive documentation and lint-compliant coding practices.
Concise monthly summary for 2025-08 focusing on business value and technical achievements across two repositories. Delivered automation, improved reliability, and expanded security testing capabilities for Kubernetes environments. Highlights include automated exploitation workflows, safer configuration practices, and enhanced plugin support in Tsunami Security Scanner.
Concise monthly summary for 2025-08 focusing on business value and technical achievements across two repositories. Delivered automation, improved reliability, and expanded security testing capabilities for Kubernetes environments. Highlights include automated exploitation workflows, safer configuration practices, and enhanced plugin support in Tsunami Security Scanner.
July 2025: Delivered a controlled vulnerability demonstration in google/security-testbeds by introducing an unauthenticated Kubernetes dashboard scenario to illustrate exposure and remediation priority. The workflow includes a dashboard without authentication and steps to create a job that sends data to a webhook, enabling teams to observe detection, alerting, and incident response in a safe, repeatable testbed. This work establishes a baseline for risk assessment, prioritization, and remediation planning, and informs future hardening efforts.
July 2025: Delivered a controlled vulnerability demonstration in google/security-testbeds by introducing an unauthenticated Kubernetes dashboard scenario to illustrate exposure and remediation priority. The workflow includes a dashboard without authentication and steps to create a job that sends data to a webhook, enabling teams to observe detection, alerting, and incident response in a safe, repeatable testbed. This work establishes a baseline for risk assessment, prioritization, and remediation planning, and informs future hardening efforts.
February 2025 highlights across two repositories (google/tsunami-security-scanner-plugins and google/security-testbeds). Focused on increasing testing fidelity for TLS environments and enabling flexible Argo Workflows versioning, which enhances security validation coverage and reduces maintenance overhead.
February 2025 highlights across two repositories (google/tsunami-security-scanner-plugins and google/security-testbeds). Focused on increasing testing fidelity for TLS environments and enabling flexible Argo Workflows versioning, which enhances security validation coverage and reduces maintenance overhead.
Month: 2024-12 Key features delivered: - Tsunami Argo Workflows exposure detection plugin added to google/tsunami-security-scanner-plugins. Detects misconfigurations that could expose Argo Workflows instances and uses out-of-band callbacks to verify vulnerabilities, helping prevent Kubernetes cluster compromise. Commit: 9b6f9f4cee59c65846ded6e28208ff5b5019bd49 (v1). Major bugs fixed: - No major bugs fixed this month; stability maintained during feature rollout. Overall impact and accomplishments: - Introduced a proactive security capability that improves visibility into Argo Workflows exposure risks, strengthening defense-in-depth for Kubernetes environments. The feature expands the Tsunami scanner’s coverage, enabling faster remediation and reducing potential blast radius for cluster compromises. Release is aligned with the project’s security automation goals. Technologies/skills demonstrated: - Security tooling integration and plugin development for Tsunami - Kubernetes/Argo Workflows exposure risk assessment - Out-of-band vulnerability verification techniques - Release engineering and versioned delivery (v1)
Month: 2024-12 Key features delivered: - Tsunami Argo Workflows exposure detection plugin added to google/tsunami-security-scanner-plugins. Detects misconfigurations that could expose Argo Workflows instances and uses out-of-band callbacks to verify vulnerabilities, helping prevent Kubernetes cluster compromise. Commit: 9b6f9f4cee59c65846ded6e28208ff5b5019bd49 (v1). Major bugs fixed: - No major bugs fixed this month; stability maintained during feature rollout. Overall impact and accomplishments: - Introduced a proactive security capability that improves visibility into Argo Workflows exposure risks, strengthening defense-in-depth for Kubernetes environments. The feature expands the Tsunami scanner’s coverage, enabling faster remediation and reducing potential blast radius for cluster compromises. Release is aligned with the project’s security automation goals. Technologies/skills demonstrated: - Security tooling integration and plugin development for Tsunami - Kubernetes/Argo Workflows exposure risk assessment - Out-of-band vulnerability verification techniques - Release engineering and versioned delivery (v1)
Overview of all repositories you've contributed to across your timeline