Free hint for the GitLab - they can integrate a similar but open source tool - Infer[1]. Essentially it provides the similar features, just lacks a good interface to do so. They also have a query language, called AL[2]. It is way less polished than Semmle, but opensource and with a good potential.<p>[1] <a href="https://github.com/facebook/infer" rel="nofollow">https://github.com/facebook/infer</a><p>[2] <a href="https://fbinfer.com/docs/linters.html" rel="nofollow">https://fbinfer.com/docs/linters.html</a>