News · curated 11 Aug 2026
Show, Don't Tell: What Evo Continuous Offensive Security Found in a Real Enterprise SaaS
First reported snyk.io
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Why it matters
Evo COS illustrates the shift of autonomous AI-driven offensive security into routine practice, signaling that defenders face AI systems capable of continuously probing applications for exploitable authorization and business-logic flaws.
Snyk's blog promotes Evo Continuous Offensive Security (COS), a commercial autonomous offensive-security product combining AI Pentesting, Agent Red Teaming, and Dynamic Testing (DAST), and describes a real customer assessment of a multi-tenant enterprise SaaS where the tool found and validated authorization and business-logic vulnerabilities across hundreds of microservice endpoints.