50 AI Prompts That Actually Find Bugs in Your Code

50 AI Prompts That Actually Find Bugs in Your CodeTurki Abdullah

I spent last week building AI prompts for code review. Not generic prompts — structured ones that...

I spent last week building AI prompts for code review. Not generic prompts — structured ones that consistently catch real bugs.

The Problem

Most devs paste code into ChatGPT with "review this" and get vague feedback. Structured prompts with specific checklists outperform open-ended requests by 10x.

Free Example: Security Audit Prompt

Perform a security audit. Check for:
1. Injection vulnerabilities (SQL, command, XSS)
2. Authentication/authorization flaws
3. Hardcoded secrets or credentials
4. Insecure cryptography
5. Race conditions
6. Path traversal
7. Missing input validation

For each: severity, affected lines, attack scenario, fix.

Code:
[PASTE CODE]
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What I Built

1. Free API at nopii.xyz — POST your code, get instant AI security review as JSON. 10 free reviews/month, no credit card.

curl -X POST https://nopii.xyz/v1/register \
  -H "Content-Type: application/json" \
  -d '{ "email": "you@example.com" }'
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2. AI Code Review Toolkit ($9) — 50 prompts + 10 automation scripts (pre-commit hooks, PR reviewers, secret scanners). Works with Claude, GPT, DeepSeek, any LLM.

Get the toolkit

Would love feedback!