Read this before you vibe-code another app

According to a report by The Verge, project manager Bob Starr was thrilled when his vibe coded website went live. The site, named “Boomberg,” visualized how much US tax money is flowing into tech firms and was published almost immediately after he built it.

Only months after the launch did Starr realize a serious oversight: a hidden SQL injection vulnerability. That flaw could let an attacker read or tamper with data that should have stayed private. Starr called it a glaring blind spot in his learning curve with this new technology.

The episode is a textbook example of the trade‑off many developers face when using low code or vibe coding platforms. The tools promise speed and simplicity, yet they often abstract away the gritty details of data handling. When the underlying code is generated automatically, developers can lose sight of how inputs are sanitized.

That loss of visibility is becoming a broader issue as more teams adopt rapid‑deployment frameworks. The pressure to ship features quickly can push security testing to the back of the queue. In turn, hidden flaws like SQL injection linger until someone spots them, sometimes after the damage is done.

What Starr’s story underlines is the need for a security checklist baked into any low code workflow. Even if the platform claims to protect against injection, it is wise to run a manual or automated query test, especially on any endpoint that accepts user input.

For AI‑powered developers, this means pairing the speed of vibe coding with the rigor of AI‑driven code review tools. Running a static analysis scan after each generation pass can catch patterns that might otherwise slip through.

What this means for you: if you rely on low code or AI assistants to build apps, treat the output as a draft, not a final product. Run a quick security audit before you push to production. For example, you could ask an AI assistant: "Scan the latest version of my web app for SQL injection risks and list any vulnerable endpoints." This prompt helps you embed a safety net without slowing down your creative flow.