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Hanzo AI for Security

Automated, Agentic Security Auditing at Estate Scale

Zach Kelling

Sovereign AISecurityAgentic AIAudit

Abstract

How an agentic stack discovers and remediates security debt across sprawling microservice estates. Case study: engaged for a narrow scope, the team uncovered a 200+ microservice estate, surfaced 93 findings (22 critical) across 127+ repositories plus 780+ dependency vulnerabilities, and remediated them to zero actionable while consolidating to 3 binaries — with security built into the OSS stack via KMS, IAM, post-quantum identity, signed actions, and an immutable on-chain audit trail.

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