Not marketing copy — research-backed posts on the real problems vibe-coding tools create, with sources you can check yourself. Each one maps to something we specifically built VibeSafe Builder to fix.
A January 2026 breach, a 5,600-app vulnerability scan, and the specific mistake that keeps causing it.
CostThe regression loops, the 20-million-token bug, and why "credits ran out" usually isn't about the model.
ReliabilityThe architectural reason AI coding tools repeat failed fixes — and what actually breaks the cycle.
Ownership"Export your code" sounds like freedom — until roughly a third of those exports need the platform's own servers to actually run.