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Code Intelligence enables software security testing through inno­vative fuzzing already in the develop­ment phase. Using CI Fuzz, vulner­­abilities can be detected earlier and fully automatically, so that developers can analyze bugs faster and fix them at the code base. CI Fuzz thus drastically improves software stability and reliability.