Engineering May 9, 2026 8 min
Auto-policy: detections without signatures
The agentic threat surface changes daily. Signature updates cannot keep pace. We explain how Neo learns the threat as fast as it appears.
Sol Aranda
Principal Engineer
Article — lead image
Signature-based detection assumes a slow-moving catalog of known-bad. Agents break that assumption.
Neo fights agents with agents: a research workforce continuously crawls marketplaces, reads documentation, and sandboxes behavior, generating policy automatically as the surface evolves.
No waiting for an update. The platform learns the threat as fast as it appears.
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