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How Shopify Scaled Security When AI Expanded the Attack Surface

ID: 03a6ac1c-d538-5b62-bf3e-3f97a1769717

STIX ID: report--03a6ac1c-d538-5b62-bf3e-3f97a1769717

Feed Name: HackerOne Blog

Date Published: 2026-02-05

Date Updated: 2026-06-12

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Shopify implemented agentic AI to assist human analysts in triaging verbose vulnerability reports from its bug bounty program, reducing cognitive load, cutting analyst onboarding time in half, achieving inbox zero, and improving validation and researcher communications; the case study emphasizes augmenting human judgment rather than replacing it.

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