Cursor auto-review vs. YOLO – picking the middle safety tier
The article compares Cursor's auto-review mode with a full YOLO (blindly accept) approach in AI-assisted coding, arguing that a middle safety tier—using auto-review with human oversight—balances speed and risk. It suggests this tier reduces errors while maintaining productivity gains.
Background
- **Cursor** is a popular AI-assisted code editor (similar to VS Code) that can auto-generate and edit code based on natural-language prompts. It offers several "safety" modes when the AI edits code.
- **"YOLO" mode** (You Only Look Once) applies AI suggestions immediately, without any human review — the fastest but riskiest option.
- **Auto-review mode** is an intermediate safety tier where Cursor's AI checks its own generated changes for potential issues before applying them, acting as a middle ground between no review and requiring manual human approval.
- This post compares these two settings, discussing when developers might choose the speed of YOLO versus the safety net of auto-review, and how the middle tier balances productivity and risk.