Insights from experts shaping secure development

人工智能辅助开发已不在眼前——它就在这里，它正在迅速重塑软件的编写方式。GitHub Copilot、Cline、Roo、Cursor、Aider和Windsurf等工具正在将开发人员转变为自己的副驾驶，从而加快迭代速度，加速从原型设计到重大重构项目的所有工作。

When reflecting on our own technology, SCW’s Developer Risk Management platform, I am buoyed by recent metrics from one of our core enterprise clients, and going down the proverbial rabbit hole into this data tells a tale of a high-adoption, potent Secure by Design initiative that has been proven to considerably reduce risk in their organization.

Secure Code Warrior很高兴地宣布我们与进攻性安全解决方案领导者HackerOne进行了新的整合。我们正在共同建立一个强大的综合生态系统。HackerOne 查明了现实环境中漏洞实际发生的位置，暴露了安全问题的 “内容” 和 “在哪里”。

Kamer van Koophandel shares how it embedded secure coding into everyday development through role-based certifications, Trust Score benchmarking, and a culture of shared security ownership.

See how Paysafe's partnership with Secure Code Warrior led to a 45% boost in developer productivity and a major reduction in code vulnerabilities.

DigitalOcean's use of Secure Code Warrior training has significantly reduced security debt, allowing teams to focus more on innovation and productivity. The improved security has strengthened their product quality and competitive edge. Looking ahead, the SCW Trust Score will help them further enhance security practices and continue driving innovation.

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Faced with large workloads and relentless deadlines, developers are understandably inclined to turn to third-party AI tools, sometimes without vetting them or getting approval from supervisors. It’s creating a trend dubbed ‘Shadow AI’. This should be of concern for all senior executives as unmanaged AI decreases overall enterprise visibility of development processes while increasing the potential for new vulnerabilities that are not adequately captured or managed.

AI risk doesn't stop at engineering. Get the one-pager on Citizen AI — build AI literacy and safe habits across your whole workforce.

From AI autocomplete to autonomous agents—explore how software development is evolving and what it means for security, governance, and your team.

Gartner named SCW twice in the 2026 Hype Cycle for Secure Software Engineering. Here's why it matters for AI-driven development.