Vibe coding is fast. The security debt it creates is not.
Software that used to take a development team several months can now be produced in an afternoon by someone typing plain English into an AI tool. For business leaders under pressure to ship faster and spend less, that is a genuinely attractive proposition. The security liability sitting underneath that software is less visible, and Ross Barclay at CEO Today argues that gap is becoming a serious problem.
What Is Vibe Coding?
The term was coined by Andrej Karpathy in early 2025. It describes the practice of building software by prompting an AI and accepting its output without reviewing every line of code. Surveys of professional developers now put AI tool usage above 80 percent globally. GitHub has reported that a substantial share of new code on its platform is AI-generated.
Why the Security Risk Is Real
The speed that makes vibe coding attractive is exactly what makes it risky. AI models generate plausible-looking code quickly, but plausible is not the same as secure. The article flags OWASP Top 10 vulnerabilities as a key concern, the standard checklist of common application security failures that AI-generated code can introduce without any obvious warning signs.
Veracode and the University of Melbourne are both cited in the piece as sources tracking how AI-generated code performs against known vulnerability patterns. The Office of the Australian Information Commissioner is referenced in the context of data breach liability, pointing to a regulatory exposure that goes beyond technical debt.
The Operator Takeaway
If you are a solopreneur or small team using AI tools to ship internal tools, customer-facing apps, or anything that handles user data, the liability framing matters more than the speed framing. Building fast is only an advantage if what you build does not expose you to a breach or a regulatory action.
A basic OWASP checklist review and at least one round of human code review before production deployment are not optional steps for anything handling sensitive data. The AI wrote the code fast. That does not mean the code is ready.
I’m founder of BizStack at Cagri Sarigoz LLC and a passionate advocate for entrepreneurs.
With over 14 years in tech, marketing, and AI, including my role as Head of SEO at CitizenShipper and co-founder of TaleBot at Intale AI, I’m dedicated to sharing genuine, useful product insights and tips.
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