You might be also interested in
Back To All Blog
Vibe Coding Governance and Who Owns the Risk When the Code Writes Itself
Vibe coding governance for engineering leaders: who owns AI-generated code, security review requirements, shadow AI inventory, and a practical 30/60/90-day plan
Vibe Coding’s Reality Check: Security, Scale, and What Happens When AI Writes the Code
The Pentagon built 103,000 AI agents. 91.5% of vibe-coded apps have vulnerabilities. This hub covers the complete security reality of AI-generated code.
443 Malicious ZIP Files and How Attackers Are Targeting the AI Coding Toolchain
Cymulate found 443 malicious ZIPs and 20 malware campaigns targeting AI coding tools in 2026. Here’s how each attack class works and what to audit now.
VECT Ransomware Was Partly Vibe-Coded and It Accidentally Destroyed Every File Over 128KB
Check Point Research found VECT ransomware shows AI-generated code signatures — including a nonce bug that makes files over 128KB permanently unrecoverable.
The 2.74x Vulnerability Multiplier and What AI Code Density Means for Security Review
CodeRabbit’s 470-PR study found AI code produces XSS vulnerabilities at 2.74x the rate of human-written code. Here’s what that means for your review pipeline.
91.5 Percent of Vibe-Coded Apps Have Vulnerabilities and What the Q1 2026 Research Actually Shows
Five independent studies confirm 91.5% of vibe-coded apps carry at least one security flaw. What the Q1 2026 research actually measured and what it means.
Lovable’s 48-Day Exposure and the 6.6 Billion Dollar BOLA Vulnerability
Lovable’s BOLA vulnerability left source code, database credentials, and API keys accessible for 48 days after disclosure. Here’s what happened and what to do.
Pentagon’s 20,000 AI Agents Per Week and What Institutional Vibe Coding Actually Looks Like
The Pentagon built 103,000 AI agents in five weeks using vibe coding on GenAI.mil. The same week, Five Eyes intelligence agencies warned against it.