dev.to· Oct 13, 2026· by janissary

We refuse to emit a finding from a single response

Open Original Article ↗
How differential gating killed false positives in JANISSARY at the architecture level — and what we gave up to get there.
🎯 Vulnerability: Remote Code Execution (RCE)
💡 Defense Fix: Avoid executing shell commands via system(). Use parameterized APIs and strict input sanitization.
#security#python#opensource#testing