aicode-reviewbest-practices
Why AI-Generated Code Still Needs Humans
1/15/2025·222 Tech
AI is Amazing, But...
We love AI coding tools. We use them daily. But they have blind spots.
Common AI Code Problems
1. Security Blindness
AI doesn't think like an attacker. It often generates code with SQL injection, XSS, or auth bypass vulnerabilities.
2. Happy Path Only
AI tests often only cover the happy path. Edge cases? Error states? Mostly ignored.
3. Outdated Patterns
Training data has a cutoff. AI might suggest deprecated APIs or old patterns.
4. Context Loss
AI doesn't understand your full system. It optimizes locally, not globally.
The Fix
Human review. Not to replace AI, but to complement it.
That's where we come in.