Sonar has upgraded its rules engine since version 2.1, now including its own rules based on Squid and providing additional functionality such as tracking usage of deprecated methods across external libraries, detecting unused protected or private methods, and offering a new mechanism to describe the rule using Java annotations. This improvement aims to help developers reduce technical debt and maintain their codebase more efficiently.