Savant Forge: Automated offensive testing to keep pace with AI-generated code

Savant Forge is an automated offensive security testing platform that combines fuzz testing and symbolic execution to identify novel, demonstrably exploitable vulnerabilities rather than relying on the known-pattern detection used by many traditional SAST tools. Integrated into CI/CD pipelines, it continuously generates large volumes of tests and provides each finding with a reproducible exploit case, prioritization score, regression test, and remediation validation features intended to reduce false positives and mean time to resolution. The platform supports environments including Docker images and Windows binaries and includes workflow features such as SARIF integration, issue deduplication, scalable worker management, and vendor-neutral artifact storage. Organizations in automotive, government, and gaming use it to reduce reliance on manual testing and secure complex software at scale. Savant Runtime complements Forge by identifying which third-party components are actually active in production, helping organizations maintain SBOM compliance, prioritize relevant dependency risks, and reportedly reduce false positives by 80% as software development accelerates through AI-assisted coding.

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