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A feedback-based debugger for interactively recommending suspicious step in buggy program execution. It records the trace of the execution of a buggy program and allow developers to provide light-weight feedback on trace steps. Microbat is able to learn, analyze, and reason based on developers' feedback and program information and recommend suspicious step in buggy program. A demo video and more details can be checked here.


MICoDE is short for "Mining Implicit Code Template for Design-Level Reuse", which is a tool to automatically extract and abstract recurring designs from code base into design templates. The mined templates allows developers to make further customization for generating new code. The generated code involves the code skeleton of recurring design as well as the code bodies annotated with comments and hints to remind developers of necessary modification.