To monitor the compliance to coding standards, add the Issues and Technical Debt widget to your dashboard:
It is possible to check compliance to coding standards on both source code and unit tests code.
The Technical Debt gives the effort in days to fix all the issues.
Use the differential views to monitor added issues.
You can set your coding standards (active coding rules, severity, etc.) through the Quality Profiles administration page.