Agent interfaces leave 91% of tested web flaws exploitable
VELA covers 44 vulnerabilities in twelve web families; interface design shifted exploit retention from 39% to 95%.
3 stories, newest first · one card per story
VELA covers 44 vulnerabilities in twelve web families; interface design shifted exploit retention from 39% to 95%.

Picus says agentic pentesting proves exploit chains but misses speed and most of the estate.
Introduces VEX-Bench, 75 expert-labeled real-world cases testing whether LLM agents can assess supply chain vulnerability exploitability; frontier models reach about 80% F1.
Today 1.5K readers · 2.4K views · 757 reads · all time 189K views