# Show, Don't Tell: What Evo Continuous Offensive Security Found in a Real Enterprise SaaS

DevFeed: [Show, Don't Tell: What Evo Continuous Offensive Security Found in a Real Enterprise SaaS](<https://devfeed.tech/articles/show-don-t-tell-what-evo-continuous-offensive-security-found-in-a-real-enterprise-saas-8243.md>)

Original publisher: [Read original article](<https://snyk.io/blog/what-evo-cos-found-real-enterprise-saas/>)

Author: Nuno Loureiro; Luis Grangeia

Published: 2026-08-10T00:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Software as a service](<https://devfeed.tech/topics/saas.md>), [Microservice](<https://devfeed.tech/topics/microservice.md>), [Microservices](<https://devfeed.tech/topics/microservices.md>), [Front end](<https://devfeed.tech/topics/frontend.md>), [API](<https://devfeed.tech/topics/api.md>), [App](<https://devfeed.tech/topics/app.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Trustworthy AI](<https://devfeed.tech/topics/trustworthy-ai.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [applications](<https://devfeed.tech/tags/applications.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [awareness](<https://devfeed.tech/tags/awareness.md>), [blog](<https://devfeed.tech/tags/blog.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customer-featured](<https://devfeed.tech/tags/customer-featured.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [devops](<https://devfeed.tech/tags/devops.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [frontend](<https://devfeed.tech/tags/frontend.md>), [interest](<https://devfeed.tech/tags/interest.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [saas](<https://devfeed.tech/tags/saas.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [vulnerability-insights](<https://devfeed.tech/tags/vulnerability-insights.md>), [web](<https://devfeed.tech/tags/web.md>)

## AI overview

Evo Continuous Offensive Security (COS) is presented as an autonomous offensive-security system combining AI pentesting, agent red teaming, and dynamic testing. The article reports a real assessment of a multi-tenant enterprise SaaS application that uncovered 33 confirmed vulnerabilities, including tenant-wide compromise and critical authorization flaws.

## Source excerpt

A real Evo Continuous Offensive Security assessment uncovered 33 confirmed vulnerabilities in a multi-tenant enterprise SaaS, including tenant-wide compromise and critical authorization flaws.