A horizontal bar chart of vulnerability categories, two short bars among several long ones

Three Fixes Work, Two Do Not, and SSRF Stays at 2.4%

An agent benchmark where the top performer on functional tests wrote the least secure code. Three interventions measurably help, two do not, and two weakness families stay near zero throughout.

October 15, 2026 · 7 min · 1480 words