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October 25, 2025

AutoTriage and the Swiss Cheese Model of Security Noise Reduction

Traditional scanners overwhelm teams with false positives. Learn how Aikido’s layered Swiss-cheese approach- combining reachability analysis, reasoning-based AutoTriage, contextual prioritization, and AI-powered AutoFix- reduces security noise, prevents alert fatigue, and accelerates real vulnerability remediation.

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AWS
March 3, 2026

Why Determinism Is Still a Necessity in Security

AI scanning finds what rules miss. Deterministic scanning finds it every time. Here's why the best security pipelines don't choose between them.

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#SAST

#Tools

October 25, 2025

AutoTriage and the Swiss Cheese Model of Security Noise Reduction

Traditional scanners overwhelm teams with false positives. Learn how Aikido’s layered Swiss-cheese approach- combining reachability analysis, reasoning-based AutoTriage, contextual prioritization, and AI-powered AutoFix- reduces security noise, prevents alert fatigue, and accelerates real vulnerability remediation.

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April 10, 2023

How a startup’s cloud got taken over by a simple form that sends emails

This is the story of an attacker who gained access to a startup’s Amazon S3 buckets, environment variables, and various internal API secrets.

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#AWS

#SSRF

#IMDSv1

#Cloud

#IMDSv2

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