
Over five months, John Matthews enhanced the SpecterOps/bloodhound-docs repository by delivering 22 features and resolving critical documentation issues. He focused on improving onboarding and governance for BloodHound users, introducing new integrations, refining API documentation, and expanding support for Azure and Splunk. Using Python, JavaScript, and JSON, John implemented schema updates, clarified edge relationships, and improved data collection monitoring. His work included UI/UX improvements, release management, and technical writing, ensuring documentation accurately reflected evolving product capabilities. The depth of his contributions is evident in the breadth of features delivered, cross-team collaboration, and the precision of technical content maintained throughout.
February 2026 monthly summary for SpecterOps/bloodhound-docs. Delivered AzureHound enhancements, expanded saved-Cypher query permissions, and last-sign-in tracking; completed extensive BloodHound documentation updates (AZOwner/AZOwns clarity, DuoHound, pruning status, glossary); fixed critical broken external link in forest search order; released comprehensive v8.6.0 notes. Business value: stronger security auditing, faster onboarding, and clearer enterprise usage.
February 2026 monthly summary for SpecterOps/bloodhound-docs. Delivered AzureHound enhancements, expanded saved-Cypher query permissions, and last-sign-in tracking; completed extensive BloodHound documentation updates (AZOwner/AZOwns clarity, DuoHound, pruning status, glossary); fixed critical broken external link in forest search order; released comprehensive v8.6.0 notes. Business value: stronger security auditing, faster onboarding, and clearer enterprise usage.
January 2026 monthly summary for SpecterOps/bloodhound-docs focused on delivering value to developers and users through enhanced OpenGraph capabilities, alignment of Cortex XSOAR integration designs, a major release (8.5.0) plus ongoing enhancements to graph visualization and documentation, and targeted fixes to improve reliability and usability.
January 2026 monthly summary for SpecterOps/bloodhound-docs focused on delivering value to developers and users through enhanced OpenGraph capabilities, alignment of Cortex XSOAR integration designs, a major release (8.5.0) plus ongoing enhancements to graph visualization and documentation, and targeted fixes to improve reliability and usability.
December 2025 focused on delivering high-value documentation, governance features, and UX improvements for SpecterOps/bloodhound-docs. Key work delivered v8.4.0 release notes and REST API/docs clarifications, introduction of Auditor role, Splunk app integration docs and dashboards guide refresh, PZM UI/content updates renaming selectors to rules with troubleshooting notes, and OpenGraph samples, JSON file updates, and FAQ. Additional fixes and readiness work included 8.4.2 release notes/dates, Cortex XSOAR integration guides, Slack link fix, custom OIDC claims, and removal of deprecated Azure region. These efforts improve developer onboarding, governance capabilities, observability, and overall documentation quality in support of the 8.4.x release cadence.
December 2025 focused on delivering high-value documentation, governance features, and UX improvements for SpecterOps/bloodhound-docs. Key work delivered v8.4.0 release notes and REST API/docs clarifications, introduction of Auditor role, Splunk app integration docs and dashboards guide refresh, PZM UI/content updates renaming selectors to rules with troubleshooting notes, and OpenGraph samples, JSON file updates, and FAQ. Additional fixes and readiness work included 8.4.2 release notes/dates, Cortex XSOAR integration guides, Slack link fix, custom OIDC claims, and removal of deprecated Azure region. These efforts improve developer onboarding, governance capabilities, observability, and overall documentation quality in support of the 8.4.x release cadence.
November 2025 focused on stabilizing BloodHound/OpenGraph ingestion in SpecterOps/bloodhound-docs and strengthening its enterprise documentation. Delivered a reliability workaround to preserve post-processed edges in OpenGraph ingestion, consolidated and expanded BloodHound/OpenGraph and AzureHound Enterprise docs, and improved data collection monitoring and general documentation quality. This work enhances data integrity, accelerates customer onboarding, and boosts maintainability across the documentation surface.
November 2025 focused on stabilizing BloodHound/OpenGraph ingestion in SpecterOps/bloodhound-docs and strengthening its enterprise documentation. Delivered a reliability workaround to preserve post-processed edges in OpenGraph ingestion, consolidated and expanded BloodHound/OpenGraph and AzureHound Enterprise docs, and improved data collection monitoring and general documentation quality. This work enhances data integrity, accelerates customer onboarding, and boosts maintainability across the documentation surface.
Month: 2025-10. Summary: Delivered BloodHound Documentation Enhancements with cross-cutting updates to OpenGraph tips, Cypher usage and quickstart guidance, PingOneHound overview, new integrations (including Tines), and expanded edges coverage for AZRoleApprover and AZRoleEligible. Implemented author attribution improvements for TaskHound and added company attribution. No major bugs fixed this period. Overall impact: improved onboarding and accessibility for BloodHound users, clearer guidance for data collection and querying, and enhanced support for new integrations; contributions support traceability and credit across the team.
Month: 2025-10. Summary: Delivered BloodHound Documentation Enhancements with cross-cutting updates to OpenGraph tips, Cypher usage and quickstart guidance, PingOneHound overview, new integrations (including Tines), and expanded edges coverage for AZRoleApprover and AZRoleEligible. Implemented author attribution improvements for TaskHound and added company attribution. No major bugs fixed this period. Overall impact: improved onboarding and accessibility for BloodHound users, clearer guidance for data collection and querying, and enhanced support for new integrations; contributions support traceability and credit across the team.

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