… Each of these actions creates compliance risks that conventional security tools cannot detect. Organizations are moving fast to adopt AI, but these tools require a different security model. …
… The architecture at a glance The engineer-facing tools layer OpenCode , Windsurf, and other MCP-compatible clients include both open-source and third-party coding assistant tools. …
… Custom tools - Extend your agents with tools without needing additional infrastructure. …
… When we first started experimenting with AI code review, we took the path that most other people probably take: we tried out a few different AI code review tools and found that a lot of these tools worked pretty well, and a lot of them even offered a good amount of customisation and configurability! …
… Traditional compliance rules dictate arbitrary remediation windows based entirely on a static CVSS score e.g., "Fix all Highs in 30 days" . Our contextual judgment layer turns this compliance checkbox into actual risk management. …
… It also outlines how crawlers should handle errors or redirects while stressing that compliance is voluntary and does not constitute access control. …