Most API vulnerabilities are fast, remote, and easy to exploit. Attackers take full advantage of these attributes.

Bringing AI agents and multi-modal analysis to SAST dramatically reduces the false positives that plague traditional SAST and rules-based SAST tools.

While more product executives reposition AI sandbox management as a core, centralized platform product, this evolution can be a complex and demanding transition.