# How to Fix Security Vulnerabilities with Automated Code Review

**Published**: Apr 28, 2026 | **Reading time**: 10 min

Security breaches cost companies millions. Learn how AI code review tools detect SQL injection, XSS, hardcoded secrets, and vulnerabilities before they reach production.

## Vulnerabilities AI Can Detect

- **SQL Injection**: Unsanitized user input in database queries
- **Cross-Site Scripting (XSS)**: Unescaped output in templates
- **Hardcoded Secrets**: API keys, tokens, passwords in source code
- **Insecure Dependencies**: Outdated packages with known CVEs
- **Path Traversal**: Unsafe file path operations
- **Insecure Deserialization**: Unsafe data deserialization patterns

## Why Traditional Scanning Falls Short

- Static analysis tools have high false positive rates
- DAST tools only catch runtime issues
- Manual security review is slow and expensive
- SAST tools miss context-dependent vulnerabilities

Read the full article at https://www.prixai.xyz/blog/security-vulnerabilities-automated-review