A security review for AI-generated code: a practical checklist
AI tools get you to a working app fast. They optimise for 'it runs', not 'it is safe to expose'. Here is a short, concrete review to run before you ship.
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AI tools get you to a working app fast. They optimise for 'it runs', not 'it is safe to expose'. Here is a short, concrete review to run before you ship.
Modern hosts make deployment effortless and handle real security for you. The myth is assuming they handle the parts that are still yours.
An AI assistant does what you ask, including the parts you did not think to forbid. That is how a .env full of keys ends up committed or served.
When an AI assistant writes most of your backend, the responsibility question gets blurry. The answer is simpler than it feels — and it is on you, in a good way.
We scanned 5 popular security scanners with our own engine. None had a critical flaw — but every one leaked something Medium. Here is what, and why it matters.
You are about to deploy. Before you do, run down this short list — the handful of things that get found and exploited first on a fresh site.
We built a small app the vibe-coding way, deployed it, then scanned it. Here is the honest list of what came back, and what each finding actually meant.
AI writes the code that solves your prompt — not the code that keeps secrets. Here are the 7 things vibe-coded apps leak first, and how to catch them before bots do.