4 articles
Across thousands of AI-generated pull requests scanned in the past six months, 78% contained at least one vulnerability that survived the human review pass. The failure modes are not random. They cluster. Here is the data, the incidents, and what your team can do about it.
Josuanstya Lovdianchel · 
AI coding tools are making developers faster — but faster development also requires better visibility, stronger review workflows, and more reliable remediation. This is a practical governance guide for teams adopting Codex, Claude Code, Cursor, Windsurf, and other AI coding agents.
Josuanstya Lovdianchel · 
Detection alone cannot keep up with AI-speed development. AI-native remediation is the next layer — helping teams fix, validate, and track vulnerabilities in AI-generated code at every stage of the SDLC.
Josuanstya Lovdianchel · 
AI coding tools are writing nearly half of all new code. And 45% of that code ships with at least one vulnerability. Vibe coding security is the practice of securing software created by AI — detecting, prioritizing, and remediating risks before they reach production.
Josuanstya Lovdianchel · Plexicus is Proof-Driven AppSec: validated findings, contextual understanding, and reviewed remediation — anchored in evidence, scoped with you.
