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AutoTriage and the Swiss Cheese Model of Security Noise Reduction

ID: 2cf50040-ebf9-546a-bfd0-59ca99adab12

STIX ID: report--2cf50040-ebf9-546a-bfd0-59ca99adab12

Feed Name: Aikido Security's Blog

Date Published: 2025-10-24

Date Updated: 2026-07-24

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**Executive summary:** This post describes Aikido's strategy to reduce application-security noise and speed remediation by applying reachability analysis, reasoning-driven AutoTriage, EPSS-informed risk weighting, human validation in IDE/PR/CI, and AI AutoFix to generate fixes; it is a product/technical overview rather than a report of an active security incident.

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