cairn-security-agent-audit is an open-source CLI tool designed for AI security engineers to audit and analyze traces from AI security agents. It detects repeated tool-output work, stale replay risks, and exports receipts in JSON or Markdown formats, supporting local terminal-first workflows.
cairn-security-agent-audit is a CLI tools & terminal product. It focuses on auditing and analyzing AI security-agent traces to identify repeated tool-output work and stale replay risks. cairn-security-agent-audit is an open-source project aimed at AI security engineers. The project is open source (MIT). The product ships for the command line.
fraqtl-ai builds and maintains cairn-security-agent-audit, and the product first shipped in 2026. The project is developed in the open on GitHub with 16 commits in the last 90 days. Among its 5 catalogued features are trace auditing, risk detection, and JSON receipt export.
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