To test even earlier in the development lifecycle Snyk has a IntelliJ plugin, allowing you to test your dependencies and get remediation advice during development.
Support is currently for maven projects, with Gradle and SBT is coming soon.

Setup

1. Within IntelliJ, open the preferences page
2. Navigate to Plugins -> Browse Repositories and search for “snyk” 
3. Then Install
4. Accept the privacy notices
5. Restart IntelliJ IDEA
6. The Snyk plugin can be opened by clicking the tab at the bottom of the right-hand bar