Abstract: Techniques for performing an improved static code analysis are described. A computing device retrieves one or more source code files and metadata for each of the one or more source code files from storage components. The computing device identifies, using the model, one or more potential defects in a first source code file of the one or more source code files based at least in part on one or more of source code saved in the first source code file and metadata for the first source code file. The computing device receives both explicit feedback and implicit feedback for the one or more potential defects. The computing device updates the model with both the explicit feedback and the implicit feedback to develop an updated model.