Vibe Coding Reality Check: 41% More Bugs, 2.74x Flaws You ship faster with a model in your editor. You also ship more defects, and the gap is wider than most teams assume: one study put the bug rate increase at 41% after teams adopted AI coding tools, and security flaws turn up roughly 2.74x more often in AI assisted code. That is not an argument for turning the tools off. Around 95% of code reaching production now contains AI assisted content, so the real question stopped being whether y...