
Worked on SpecterOps/BloodHound over six months, delivering features and fixes across backend and frontend systems. Built audit logging enhancements for risky actions and Cypher queries, improved support account management with opt-out provisioning and database filtering, and expanded test coverage for asset group tags. Addressed SSO provisioning to align user creation with ETAC settings, reducing access misassignment risks. On the frontend, overhauled the AZOwner/AZOwns UI and resolved query editor bugs to ensure correct state management. Leveraged Go, TypeScript, and React, applying skills in API development, authentication, database management, and testing to improve reliability, maintainability, and compliance throughout the codebase.
June 2026 focused on reliability and correctness in the Query Editor of SpecterOps/BloodHound. Delivered a critical bug fix ensuring correctness when editing saved queries, preventing edits from affecting the wrong query and resetting the selected state when cancellation occurs. This reduces data integrity risks and enhances user experience in query management.
June 2026 focused on reliability and correctness in the Query Editor of SpecterOps/BloodHound. Delivered a critical bug fix ensuring correctness when editing saved queries, preventing edits from affecting the wrong query and resetting the selected state when cancellation occurs. This reduces data integrity risks and enhances user experience in query management.
May 2026 monthly summary for SpecterOps/BloodHound: Delivered Audit Logging Enhancements for Risky Actions and Cypher Queries, improving traceability and risk visibility. Includes cleanup and alignment with style guidelines.
May 2026 monthly summary for SpecterOps/BloodHound: Delivered Audit Logging Enhancements for Risky Actions and Cypher Queries, improving traceability and risk visibility. Includes cleanup and alignment with style guidelines.
Month: 2026-04. Focused on delivering a critical SSO provisioning fix for BloodHound to align user creation with ETAC settings and role-based access. The change reduces misassignment risk in environment access and strengthens security/compliance by ensuring provisioning honors ETAC and user roles during SSO flows.
Month: 2026-04. Focused on delivering a critical SSO provisioning fix for BloodHound to align user creation with ETAC settings and role-based access. The change reduces misassignment risk in environment access and strengthens security/compliance by ensuring provisioning honors ETAC and user roles during SSO flows.
March 2026 monthly summary for SpecterOps/BloodHound: Delivered the consolidated Support Account Management feature, including JIT opt-out provisioning, configurable validation, and unmarshalling of support account configuration data; updated queries/tests to omit these accounts from API responses. Strengthened governance and data hygiene, reducing exposure of internal accounts and aligning with access controls.
March 2026 monthly summary for SpecterOps/BloodHound: Delivered the consolidated Support Account Management feature, including JIT opt-out provisioning, configurable validation, and unmarshalling of support account configuration data; updated queries/tests to omit these accounts from API responses. Strengthened governance and data hygiene, reducing exposure of internal accounts and aligning with access controls.
February 2026: SpecterOps/BloodHound delivered a focused UI overhaul for AZOwner/AZOwns, introducing new components and clarifying the entities panel. The changes removed Material-UI dependencies to streamline the UI stack and improve maintainability, while aligning with documentation. The update also fixed information confusion in the BH Shared UI for AZOwner/AZOwns panels (BED-7274) and cleaned up typos and definitions. This set the stage for faster onboarding, easier future enhancements, and a more maintainable codebase.
February 2026: SpecterOps/BloodHound delivered a focused UI overhaul for AZOwner/AZOwns, introducing new components and clarifying the entities panel. The changes removed Material-UI dependencies to streamline the UI stack and improve maintainability, while aligning with documentation. The update also fixed information confusion in the BH Shared UI for AZOwner/AZOwns panels (BED-7274) and cleaned up typos and definitions. This set the stage for faster onboarding, easier future enhancements, and a more maintainable codebase.
December 2025 monthly summary for SpecterOps/BloodHound focusing on test coverage expansion for Asset Group Tags and overall quality improvements.
December 2025 monthly summary for SpecterOps/BloodHound focusing on test coverage expansion for Asset Group Tags and overall quality improvements.

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