AI Systems
AI Code and the 322% Privilege Escalation Problem
Apiiro found AI-generated code contained 322% more privilege escalation vulnerabilities. AI coding tools demand more engineering discipline, not less.
Tagged
Tag: code review
Jun 10, 2026
Architecture
Infrastructure as Conversation: What IaC Gets Right
Infrastructure-as-code makes every infrastructure decision visible and reviewable. The cultural shift matters more than the automation.
Apr 02, 2026
AI Systems
The Vibe Coding Trap: Engineering Fundamentals With AI
Vibe-coded projects had 4.1x more production defects than AI-augmented engineering projects. AI tools make engineering judgment the primary bottleneck.
Mar 21, 2026