Patterns for Building Cybersecurity Evals
3.42T1.5 sourceeugeneyan.com (Eugene Yan)
Source record
Published by eugeneyan.com (Eugene Yan) (T1.5 source). The original is at https://eugeneyan.com//writing/cybersecurity-evals/.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryEugene Yan outlines four components for constructing cybersecurity evaluation systems for AI agents: a sandboxed target environment, inputs that control task difficulty, available tools, and a grader for scoring outcomes.
Why it mattersA concise structural pattern from a practitioner. Useful as a starting frame for anyone building agent evals, not limited to security tasks.

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