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AI + Human Validation: Scaling Code Security with HackerOne

ID: 676c77e6-16ba-545f-b90c-988ace39faa8

STIX ID: report--676c77e6-16ba-545f-b90c-988ace39faa8

Feed Name: HackerOne Blog

Date Published: 2025-08-21

Date Updated: 2026-06-12

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This document describes HackerOne Code’s AI-driven intermediary validation layer that analyzes automated application security findings using repository context, memories, and code navigation to reduce noise and produce actionable outputs (severity, CWE, remediation guidance, and validity assessments) for developers and security teams.

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