A month with Anthropic’s Mythos left Rubrik rethinking remediation
Rubrik scanned its codebase with Anthropic's Mythos and found so many security issues it scrapped its hiring plan—rebuilding its review pipeline instead.

Why it matters
A real deployment of frontier capability (code scanning with Mythos) that changed how a company operationalizes security review—practitioners see a concrete model-in-production use case; enthusiasts track Mythos adoption momentum.
The key facts
10 to knowRubrik deployed Anthropic's Mythos Preview for code scanning
One month of scans surfaced enough security issues to trigger operational change
Rubrik chose to rebuild its review pipeline instead of hiring additional reviewers
Deployment led by CTO Arvind Nithrakashyap; details in company blog post
Use case: security/code review workflow transformation
Rubrik used Anthropic's Mythos Preview model for code scanning
One month of scanning surfaced enough security issues to trigger pipeline redesign
Company chose to rebuild review process rather than hire additional reviewers
Deployment driven by CTO Arvind Nithrakashyap's team
Model: Mythos (Anthropic frontier model in preview)
Go to the source
SiliconAnglesiliconangle.com
Publisher excerpt: Data resilience company Rubrik Inc. today said a month of scanning its own code with Anthropic PBC’s Mythos Preview model surfaced so many potential security issues that it rebuilt its review pipeline rather than hire reviewers. The details came in a blog post from Rubrik co-founder and Chief…
