Public security model and controlled review process for Kurogane Hub
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.
Claude Opus 4.6 / Gpt-5.5 specimen: 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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