Why SAST Failed (And What’s Next)

Static Application Security Testing (SAST) tools have faced criticism for their high false positive rates, with independent benchmarks indicating that traditional SAST tools produce a significant number of inaccuracies. Initially designed to make secure coding scalable, SAST tools have struggled to keep up with modern software development, often failing to recognize complex application structures and producing irrelevant results. The evolution of application security has been marked by a series of shifts that automate security measures, moving responsibility from humans to compilers, frameworks, and infrastructure. With the emergence of autonomous coding agents, the next progression aims to incorporate security best practices by default, allowing machines to generate and verify secure code, thereby further reducing human error. This ongoing evolution reflects a broader trend in application security towards automation and abstraction, optimizing systems to produce secure code with minimal human intervention, and suggests that SAST will need to adapt to maintain relevance in this new era.

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