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Read this before you vibe-code another app

TL;DR

Bob Starr used AI help to build Boomberg, a site showing how much US tax money goes to tech companies, and published it right after making it. Months later, he found a hidden SQL injection risk. An attacker could potentially have read or changed data they should not have been able to access. Starr describes the flaw as a major blind spot while learning the new technology. The Verge frames the case as a warning about careless vibe-coding.

Nauti's Take

The hype often treats vibe-coding as if shipping is the finish line. In reality, shipping is the moment your unfinished assumptions become public.

For private prototypes, that is powerful. For apps with databases, login, payments, or user content, there needs to be a hard stop: security review first, release second.

Otherwise it is not bold; it is just expensive once real data is involved.

Briefingshow

Vibe-coding makes it much easier to build software, but it does not remove responsibility. Once an app is public, the builder is responsible for data access, abuse paths, and failure modes. That is the core risk: AI can quickly produce a working interface, but it does not automatically guarantee secure architecture.

Sources