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AITechnical add-onStory 05

A security fix must not break the app

What changedCWE-bench v2 gives coding agents 100 repair tasks spanning 91 software weakness categories and checks both whether the vulnerability closes and whether the original behavior still works.

CWE-bench defensive audit-and-patch benchmark title card.

The useful part

Why it matters

Judge coding agents by accepted, regression-safe fixes—not by how convincing the patch looks.

Keep in mind

Good to know

A public benchmark cannot cover every production behavior or vulnerability class.

Evidence

Primary source

Collinear AI · Hugging Face

Read the complete 4 November 2026 edition