Access Control and Least-Privilege Design If your product can retrieve private text, call tools, or act on behalf of a user, your threat model is no longer optional. This topic focuses on the control points that keep capability from quietly turning into compromise. Treat this page as a boundary map. By the end you should […]

Data Privacy: Minimization, Redaction, Retention Security failures in AI systems usually look ordinary at first: one tool call, one missing permission check, one log line that never got written. This topic turns that ordinary-looking edge case into a controlled, observable boundary. Use this as an implementation guide. If you cannot translate it into a gate, […]

Dependency Pinning and Artifact Integrity Checks Security failures in AI systems usually look ordinary at first: one tool call, one missing permission check, one log line that never got written. This topic turns that ordinary-looking edge case into a controlled, observable boundary. Use this as an implementation guide. If you cannot translate it into a […]

Output Filtering and Sensitive Data Detection Security failures in AI systems usually look ordinary at first: one tool call, one missing permission check, one log line that never got written. This topic turns that ordinary-looking edge case into a controlled, observable boundary. Use this as an implementation guide. If you cannot translate it into a […]

Privacy-Preserving Architectures for Enterprise Data If your product can retrieve private text, call tools, or act on behalf of a user, your threat model is no longer optional. This topic focuses on the control points that keep capability from quietly turning into compromise. Read this with a threat model in mind. The goal is a […]

Secure Logging and Audit Trails The moment an assistant can touch your data or execute a tool call, it becomes part of your security perimeter. This topic is about keeping that perimeter intact when prompts, retrieval, and autonomy meet real infrastructure. Read this with a threat model in mind. The goal is a defensible control: […]

Secure Multi-Tenancy and Data Isolation If your product can retrieve private text, call tools, or act on behalf of a user, your threat model is no longer optional. This topic focuses on the control points that keep capability from quietly turning into compromise. Use this as an implementation guide. If you cannot translate it into […]