# AI SAST: Challenges for Application Security Teams

DevFeed: [AI SAST: Challenges for Application Security Teams](<https://devfeed.tech/articles/ai-sast-explained-what-works-what-doesn-t-and-what-comes-13363.md>)

Original publisher: [Read original article](<https://www.harness.io/blog/ai-sast-explained-devsecops-guide>)

Author: Nicole Morgan

Published: 2026-08-05T00:00:00Z

Content type: article

Language: en

Sources: [Harness Blog](<https://devfeed.tech/sources/harness-blog.md>)

Topics: [Application Security](<https://devfeed.tech/topics/application-security.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [software composition analysis](<https://devfeed.tech/topics/software-composition-analysis.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [sast](<https://devfeed.tech/tags/sast.md>), [sca](<https://devfeed.tech/tags/sca.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

## AI overview

This article discusses how AI-assisted development increases pressure on static application security testing (SAST) programs. It identifies false positives, vulnerability backlogs, low remediation rates, and limited pipeline coverage as obstacles to helping developers address findings quickly.

## Source excerpt

Learn how AI is transforming SAST, reducing security friction, and helping teams secure AI-generated code without slowing delivery. | Blog