March 2026 monthly summary for SpecterOps/BloodHound focused on API quality and documentation improvements. Key OpenGraph OpenAPI examples corrections fixed semantic versioning, spelling, and naming conventions; repository changes improve API reliability for external integrations and streamline onboarding. This work enhances consistency across environment modeling, reduces support friction, and demonstrates strong OpenAPI, documentation, and refactoring skills.

June 2025: Delivered targeted documentation improvements to streamline AzureHound installation and deployment setup across SpecterOps/BloodHound and SpecterOps/bloodhound-docs. By correcting file download paths and direct links to essential configuration files (docker-compose.yaml and deployment.yaml), users can complete deployments more quickly with fewer errors. Also fixed broken deployment links, improving the usability of the installation guide and ensuring access to correct resources. These changes reduce setup time, lower support load, and improve overall operator confidence in the deployment process.