Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

SAST, or Static Application Security Testing, is a method of analyzing source code to find vulnerabilities before the application is deployed. It's a type of white box testing that scans the code without executing it, looking for weaknesses that could be exploited. SAST helps developers identify and fix security issues early in the Software Development Life Cycle (SDLC), potentially reducing costs and improving the overall security posture of the application.

Static application security testing (SAST) tools help developers quickly catch potential vulnerabilities as they code. However, these tools rely on inflexible rules that often generate a high number of false positives, reducing trust in their accuracy and slowing adoption. To help developers access context-aware vulnerability detection, we’ve released an open source AI-native SAST solution. This tool scans code changes incrementally and surfaces security issues in real time.

“AI-powered DAST” is everywhere. It signals progress, but assumes something fundamental was missing. It wasn’t. DAST struggled not from lack of intelligence, but from lack of depth. Most tools never reached inside authenticated, stateful, multi-step journeys where real logic, sensitive data, and critical vulnerabilities exist. That’s the part Appknox solved years ago. AI here is not a reset. It is an accelerator, applied to a system already operating where risk actually lives.

For years, developers have faced a frustrating trade-off when it comes to application security testing: you could have speed, or you could have depth. Deep, comprehensive scans often meant waiting for results. Fast scans, on the other hand, often missed critical vulnerabilities or flooded the backlog with false positives. But as development cycles accelerate and AI-generated code introduces new risks at scale, this choice is no longer acceptable.

We’re making a fundamental change to how teams use SAST. SAST in the IDE is now free. This means developers can run SAST scans directly inside their editor, with real-time feedback and project-wide visibility, using the same analysis engine and SAST rules as Aikido. Detection runs automatically as developers work, without limiting coverage at the detection layer.

SAST (Static Application Security Testing) tools analyze an application’s source code to identify potential security vulnerabilities without executing the code. They are crucial for finding security flaws early in the development lifecycle, helping developers address issues before they become more costly and difficult to fix. Unlike dynamic analysis techniques, SAST operates without executing the program, focusing entirely on the static codebase.

Application Security Testing (AST) services use automated tools and manual techniques to find and fix security vulnerabilities in software, integrating security into the entire development lifecycle (SDLC) to prevent threats and protect applications from attacks. Key services include Static Application Security Testing (SAST) for code-level analysis, Dynamic Application Security Testing (DAST) for runtime testing, and Interactive Application Security Testing (IAST) which combines both.

We’re excited to announce that Gartner has named JFrog a ‘Visionary’ in the 2025 Magic QuadrantTM for Application Security Testing. We believe this reflects JFrog’s forward thinking strategy of integrating application security seamlessly throughout the entire software development lifecycle in ways that help organizations deliver their most secure, trusted applications without impacting developers’ productivity.

AI is revolutionizing software development, enabling teams to build and ship faster than ever. But this speed introduces new risks at an unprecedented scale. Your current application security testing program must evolve to keep pace. For security leaders, the challenge is clear: how do you secure applications without slowing down innovation? This article provides a practical analysis of how artificial intelligence is fundamentally transforming application security testing (AppSec).

For the 11th consecutive time, Veracode has been named a Leader in the 2025 Gartner Magic Quadrant for Application Security Testing (AST). Veracode was recognized for our Completeness of Vision and Ability to Execute. We believe this reflects our sustained investment in customer outcomes and our comprehensive approach to Application Risk Management in a rapidly evolving software landscape.