Warden

Warden is an AI tool built for security engineers that speeds up security reviews by generating technical architecture diagrams, identifying risks, and suggesting mitigations based on a product's documentation and codebase. Instead of a security engineer manually diagramming a system and hunting for risks, Warden scans code repositories, container images, and infrastructure-as-code files to build a risk register, then categorizes each finding by severity, exploitability, and relevance to compliance requirements. Engineers can also ask Warden questions about a specific use case, and the tool responds with diagrams and risk analysis grounded in the project's own documentation rather than generic checklists. The goal is to help security teams and product teams clear security backlogs faster so reviews stop delaying product launches. Warden is aimed at security engineers and the product teams they work with, particularly at companies where manual security review is a bottleneck before shipping. It costs $500 per seat per month, with a 14-day free trial for evaluation. One limitation: because Warden's output depends on the documentation and code it's given, its risk assessments are only as complete as the inputs provided, and the site does not describe how it handles ambiguous or missing documentation, or list details about platform support or API access.