DEV Community

sehwan Moon profile picture

sehwan Moon

I build security tools for AI-generated code. Creator of AINAScan — catches SQL injection, command injection, and 49 other bugs that linters miss.

We Scanned the Vibe Coding Security Scanners. Here's What We Found — Including What We Missed.

We Scanned the Vibe Coding Security Scanners. Here's What We Found — Including What We Missed.

Comments
4 min read

Want to connect with sehwan Moon?

Create an account to connect with sehwan Moon. You can also sign in below to proceed if you already have an account.

Already have an account? Sign in
Your Vibe-Coded App Works. But It's Probably Hiding These 5 Silent Bugs

Your Vibe-Coded App Works. But It's Probably Hiding These 5 Silent Bugs

Comments 1
4 min read
I scanned 50 AI-generated repos. 5 critical bugs per file on average — all missed by linters.

I scanned 50 AI-generated repos. 5 critical bugs per file on average — all missed by linters.

Comments
4 min read
Why AI-Generated Code Passes Tests But Breaks Production (With Examples)

Why AI-Generated Code Passes Tests But Breaks Production (With Examples)

Comments
3 min read
AINAScan: Scan Your Entire Project (ZIP/Folder) for 48 Security + Vibe-Coding Bugs — Free

AINAScan: Scan Your Entire Project (ZIP/Folder) for 48 Security + Vibe-Coding Bugs — Free

Comments 2
4 min read
AINAScan v1.1.1 — Web UI Live, 48 Patterns, Auto-fix (Thank You for the Traffic)

AINAScan v1.1.1 — Web UI Live, 48 Patterns, Auto-fix (Thank You for the Traffic)

Comments
2 min read
I scanned FastAPI's tutorial examples. Here's what I found.

I scanned FastAPI's tutorial examples. Here's what I found.

1
Comments 2
3 min read
I gave AI-generated code a score from 0–100. Most repos scored below 30.

I gave AI-generated code a score from 0–100. Most repos scored below 30.

Comments
4 min read
The vibe coding loop: scan paste into Cursor fixed in 5 seconds

The vibe coding loop: scan paste into Cursor fixed in 5 seconds

Comments 2
2 min read
5 security patterns GitHub Copilot generates that no linter catches

5 security patterns GitHub Copilot generates that no linter catches

1
Comments
2 min read
The `save_user()` that saves nothing: MISSING_WRITE bug in AI code

The `save_user()` that saves nothing: MISSING_WRITE bug in AI code

Comments
2 min read
I found a COMMAND_INJECTION in a 25k ⭐ AI coding assistant (in 3 seconds)

I found a COMMAND_INJECTION in a 25k ⭐ AI coding assistant (in 3 seconds)

1
Comments
2 min read
Why `async def` without `await` is the #1 vibe-coding bug (and how to catch it)

Why `async def` without `await` is the #1 vibe-coding bug (and how to catch it)

1
Comments
2 min read
Add Security Scanning to Any GitHub Repo in 3 Lines of YAML

Add Security Scanning to Any GitHub Repo in 3 Lines of YAML

1
Comments
3 min read
How to add a security gate to your vibe-coding workflow (5 minutes)

How to add a security gate to your vibe-coding workflow (5 minutes)

Comments
3 min read
I scanned a "vibe-coded" Python repo. Found 137 security bugs.

I scanned a "vibe-coded" Python repo. Found 137 security bugs.

Comments
3 min read
The 15 bugs AI coding assistants generate over and over (and a scanner that catches them)

The 15 bugs AI coding assistants generate over and over (and a scanner that catches them)

2
Comments
3 min read
I built a security scanner for AI-generated code — here's what it found

I built a security scanner for AI-generated code — here's what it found

Comments
3 min read
loading...