DevOps / SRE / Platform · 13.08.2026, 17:40 UTC
Rubrik’s lessons from one month with Mythos Preview
| Schweregrad | info |
|---|---|
| Kategorie | DevOps / SRE / Platform |
| Quelle | The New Stack ↗ |
| Veröffentlicht | 13.08.2026 UTC |
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After it joined Project Glasswing and gained access to experiment with Mythos Preview, security and AI company Rubrik learned it didn’t have the engineering capacity to keep up with the model’s vulnerability-hunting capabilities.
Arvind Nithrakashyap, CTO and co-founder, Rubrik, says Mythos was instantly finding complex vulnerability chains that slipped past Rubrik’s usual security tools and methodology, including identifying relationships between components across large codebases that a conventional scan or a single engineer’s review couldn’t catch. And that surge in findings created a prioritization bottleneck Rubrik’s existing engineering team wasn’t prepared to handle:
“When we first saw the readout of potential issues, our immediate instinct was to treat it as a capacity problem,” Nithrakashyap tells The New Stack, adding Rubrik was even considering hiring more human reviewers to accommodate the larger volume.
But the pivot away from this idea was swift. “We quickly abandoned the plan,” he continues, “as we realized there was no way human-driven remediation could keep pace with AI-speed discovery.”
Old workflows don’t work with AI-led discovery
Only vetted partners that are invited to Project Glasswing get access to Mythos Preview. Rubrik joined that list in June when Anthropic expanded the project to roughly 150 organizations across 15 countries.
“We quickly abandoned the plan…as we realized there was no way human-driven remediation could keep pace with AI-speed discovery.”
Once onboard, Rubrik assembled a multi-functional engineering and infosec team to …