and gRPC, and integrates with development tools such as GitHub, GitLab, Azure Repos, and Bitbucket. StackHawk's API Discovery feature leverages AI to automatically identify APIs and microservices, offering real-time visibility into potential security risks. By incorporating security testing into continuous integration and continuous delivery (CI/CD) workflows, StackHawk facilitates early detection and remediation of vulnerabilities, aligning with modern DevOps practices. The platform also provides detailed vulnerability insights, including request/response evidence and mitigation documentation, to assist development teams in prioritizing and resolving security issues efficiently.