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[ARTICLE · art-134381] src=dev.to ↗ pub= topic=ai-tools verified=true sentiment=· neutral

Can we really ship software built entirely with AI?

A developer at an unnamed company is exploring how AI-driven "vibe coding" changes software development economics, noting that generating code is becoming faster, cheaper, and accessible to non-professionals. The developer argues the harder problem is shipping software, citing source control, dependencies and licensing, cybersecurity, deployment, maintenance, testing, and long-term ownership as unresolved concerns. The core question raised is how to adapt software engineering practices to exploit vibe coding without losing the safeguards that make software reliable.

by read1 min views1 publishedSep 19, 2026

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.

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