Securing AI-Generated Code

Overview

AI coding tools generate insecure code at predictable, measurable rates:

AI code fails differently than human code. Humans make mistakes from fatigue or ignorance. AI makes mistakes from pattern-matching training data without understanding security context. The result: AI-generated code consistently produces the same categories of vulnerability, making them detectable with deterministic checks.

This skill is the security gate between code generation and commit. Run it every time.

The Pre-Commit Security Gate