# Can we really ship software built entirely with AI? > Source: > Published: 2026-09-19 05:59:03+00:00 Vibe coding is changing the economics of software development. Writing code is becoming faster, cheaper, and accessible to people who are not professional developers. But there is a difference between **generating code** and **shipping software**. In this article, I explore a discussion that is starting to happen in my company: what happens when a non-developer builds an application using AI and the result looks better, faster, and cheaper than what a traditional software team could deliver? The challenge is not just the code itself. We still need to think about source control, dependencies and licensing, cybersecurity, deployment, maintenance, testing, and long-term ownership. There is also another risk: if everyone can easily build small tools, we may end up with dozens of applications that all need to be maintained and supported. So maybe the real question is not **“Can AI build the software?”**, but rather: **“How do we adapt our software engineering practices to take advantage of vibe coding without losing the safeguards that make software reliable?”** These are some of the questions we are starting to explore internally, and I’ll share what we learn along the way.