KeygraphHQ/shannon: Autonomous White-Box AI Pentester Surges to 37K Stars — 96.15% on XBOW Benchmark

GitHub·high signal

Shannon, an autonomous AI pentester by Keygraph, is trending #1 in TypeScript with +733 stars today and 37K total. It combines source code analysis with live exploitation, scoring 96.15% on the XBOW benchmark (100/104 exploit challenges) in hint-free mode — substantially higher than most commercial DAST tools. Shannon Lite (AGPL-3.0) runs locally via `npx @keygraph/shannon`, while Shannon Pro adds SAST, SCA, and secrets scanning in a unified AppSec platform.