Software development and supply chains have become prime targets for sophisticated adversaries, making traditional malware detection insufficient. Attacks like SolarWinds and CodeCov show that threats now infiltrate CI/CD pipelines and development workflows long before deployment. To counter this, organizations must strengthen release acceptance testing and shift security left, embedding deeper inspection and integrity validation into the development process. By securing each stage of the software lifecycle, teams can better prevent tampering, hidden malware, and other supply chain compromises before they reach production.

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