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VulnBump: Can AI Agents Fix Vulnerable Dependencies Without Breaking the Build?

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Summary

Snyk published VulnBump, a benchmark of 307 real upgrades of vulnerable dependencies across six package managers (Maven, Gradle, npm, Yarn, pip, Poetry). A task passes only if the vulnerabilities are gone, the project installs, builds, and passes its tests. Snyk's Evo Remediation Agent passed 90.2% of upgrades on Claude Sonnet 5.5, versus 77.5% for Claude Code with Snyk's recommended upgrade and scan and 59.6% for Claude Code unaided.