Public security model and controlled review process for Kurogane Hub
Box prompt content as data, not instructions.
Reference implementation for securing agentic AI apps with guardrails, tool permissions, and audit logs.
Public system architecture, trust boundaries, ADRs, and diligence-facing documentation for NeuroCAD.
Generic semantic-tainting static analyzer for Python — enterprise-class trust-boundary analysis at small-team weight.
Return Surface Analysis is a defensive security review heuristic for finding risk in the less-analyzed direction of a system: the path by which data, metadata, errors, artifacts, or tool output returns from a boundary-crossing operation.
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