---
id: 8817
title: "Savant Forge: Automated offensive testing to keep pace with AI-generated code"
source_domain: bugcrowd.com
source_url: "https://www.bugcrowd.com/blog/savant-forge-automated-offensive-testing-to-keep-pace-with-ai-generated-code/"
published_at: "2026-09-24T11:45:07Z"
tags: ["ai-security", "ci-cd", "offensive-security", "bugcrowd", "fuzz-testing", "application-security", "sbom", "symbolic-execution", "savant-forge"]
phying_url: "https://phying.com/item/8817"
lang: en
---

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

## Summary

Bugcrowd's Savant Forge combines fuzz testing with symbolic execution to surface real exploitable vulnerabilities in CI/CD pipelines, while Savant Runtime tracks live third-party components in production to support SBOM compliance.

## Intelligence Metadata

- **Sources:** bugcrowd.com
- **Published:** 2026-09-24T11:45:07Z
- **Original:** https://www.bugcrowd.com/blog/savant-forge-automated-offensive-testing-to-keep-pace-with-ai-generated-code/
- **Phying News:** https://phying.com/item/8817