# Staying Ahead of Adversarial AI Through Agentic Source Code Review

Publisher-attributed story with a reviewed brief or permitted publisher paragraph. The original publisher is responsible for the linked reporting.

- Publisher: Google Threat Intelligence
- Author credit: Mandiant
- Category: Cyber
- Original publication time: 2026-08-18T14:00:00Z
- First observed by NexusTechWire: 2026-10-01T20:28:45Z
- Original source: https://cloud.google.com/blog/topics/threat-intelligence/staying-ahead-of-adversarial-ai-through-agentic-source-code-review/
- NexusTechWire record: https://nexustechwire.com/news/news-4a5b883aab25195772b9

## The brief

Mandiant has described its internal Agentic Vulnerability Discovery Harness, which combines AI agents with expert review to identify and validate software flaws. The company says ten months of use have produced 12 assigned CVEs and helped accelerate incident-response code reviews. Its published architecture keeps human verification in the process; reported speed and accuracy gains are Mandiant's own observations, not independent benchmarks.

AI-assisted NexusTechWire summary, checked against the linked source on 2026-10-01T23:11:41Z. Not independent reporting.

Read the full original: [Google Threat Intelligence](https://cloud.google.com/blog/topics/threat-intelligence/staying-ahead-of-adversarial-ai-through-agentic-source-code-review/)

This record does not reproduce the complete article or represent independent confirmation of every source claim.