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Apex Field Report
An empirical study of 4,032 machine-generated findings across 612 production web applications and APIs.
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From Cantina Research
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Why Not Just Use Claude or Codex?
A same-codebase comparison of Apex, Claude Code Security, and Codex Security across validated findings, token efficiency, false positives, and operator overhead.
· By Apex Team
Research
What we learned hunting for bugs in over 1500 codebases with AI
Cantina's AI bug hunter Apex analyzed 1,610 production runs across codebases, discovering predictable sub-linear scaling where doubling compute yields 40% more findings.
· Cantina
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See how Cantina operationalizes this guidance across your codebase, from continuous review to bug bounties and agentic monitoring.