Security practitioners are accustomed to intervening at the end of the software development process to identify security vulnerabilities, many of which could have been prevented with earlier intervention. To address this problem, developers who are already under pressure to deliver increasingly complex software faster and less expensively are being recruited to implement security earlier in the development cycle under the “shift-left”

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