A senior software engineer with over a decade of experience reports that running Qwen 3.8 27b locally on an EVGA RTX 3090 Ti prevented a serious security leak in their project. The model serves as a daily coding assistant under strict human oversight, demonstrating strong capability in real-world vulnerability detection.