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Mozilla used Anthropic's Claude Mythos to find 271 Firefox security bugs that evaded 20 years of testing

By

Luis Rijo

17d ago· 13 min readenInsight

Summary

Mozilla published a detailed technical post-mortem on how it used Anthropic's Claude Mythos Preview model in an agentic security harness to identify and fix 271 security vulnerabilities in Firefox 150, including 180 rated as security-high. The bugs had survived more than two decades of conventional security testing methods like fuzzing and manual review. The report, written by three senior Mozilla engineers, explains the agentic harness architecture that made this possible and why the same approach was unattainable just months earlier. It also addresses the challenge of credibility for AI-generated bug reports in open source communities.

Source

bskyMozilla used Anthropic's Claude Mythos to find 271 Firefox security bugs that evaded 20 years of testingppc.land

Key quotes

· 3 pulled
Mozilla published on May 7, 2026, a detailed technical account of how it used Anthropic's Claude Mythos Preview model to identify and fix 271 security vulnerabilities in Firefox 150, including bugs that had survived more than two decades of conventional security testing.
The post-mortem, written by three senior Mozilla engineers, describes the agentic harness that made it possible - and explains why the same approach was beyond reach just months earlier.
AI-generated security reports have a poor reputation in open source communities.
Snippet from the RSS feed
Mozilla's Claude Mythos harness found 271 Firefox bugs in one release - 180 rated sec-high - exposing flaws that 20 years of fuzzing and manual review missed.

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