# From Discovery to Defense: Why AI Red Teaming Is the Next Step After AI-SPM

DevFeed: [From Discovery to Defense: Why AI Red Teaming Is the Next Step After AI-SPM](<https://devfeed.tech/articles/from-discovery-to-defense-why-ai-red-teaming-is-the-next-step-after-ai-spm-7884.md>)

Original publisher: [Read original article](<https://snyk.io/blog/defense-ai-red-teaming/>)

Author: Nuno Loureiro

Published: 2026-03-25T04:00:00Z

Content type: article

Language: en

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

Topics: [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [awareness](<https://devfeed.tech/tags/awareness.md>), [blog](<https://devfeed.tech/tags/blog.md>), [executive](<https://devfeed.tech/tags/executive.md>), [interest](<https://devfeed.tech/tags/interest.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [pmm](<https://devfeed.tech/tags/pmm.md>), [security](<https://devfeed.tech/tags/security.md>), [snyk-code](<https://devfeed.tech/tags/snyk-code.md>), [testing](<https://devfeed.tech/tags/testing.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

## AI overview

The article argues that AI red teaming should follow AI-SPM to test AI systems for prompt injection, data exposure, and behavioral vulnerabilities. It contrasts increasingly capable static code analysis with the need to test running, distributed applications where vulnerabilities can emerge across interacting components.

## Source excerpt

AI red teaming is the next step after AI-SPM. Learn how Evo Agent Red Teaming simulates real attacks to uncover prompt injection, data exposure, and behavioral vulnerabilities in AI systems.