Insights from experts shaping secure development

在投资techstack或其他培训计划时，每个人都希望获得丰厚的投资回报，但是在安全方面，除了计算简单的投资回报率之外，还需要进行长期的投资。了解对开发人员驱动的安全性进行投资不仅可以节省代价高昂的漏洞、生产力损失和累积的技术债务的开支，还可以制定积极且具有成本效益的策略，在当今的威胁格局中保持领先地位。

针对诸如SolarWinds活动之类的重大安全漏洞，该活动使用软件更新流程感染了广受欢迎的Orion管理软件的18,000多名用户，包括许多顶级公司和政府机构，人们越来越多地推动更有效的开发人员主导的安全工作。各种规模的组织都开始质疑他们的 “软件供应链”，并要求开发软件的开发人员具有经过验证的安全技能和意识。

每个人都知道强大的技术堆栈的重要性。在发现和修复代码漏洞时，Secure Code Warrior集成的目标是缩短平均修复时间和使用可信、强大的解决方案。将微学习时刻整合到开发人员的工作流程中是更好地学习和加快补救的关键。

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.

Will AI remediation entirely remove security-related coding tasks from developers?

The doomsayers are, so far, losing the argument. The panic around AI replacing humans has been countered with a new narrative: “Let AI redefine your job rather than replace it.” According to a recent survey from Stack Overflow, 44% of developers are either using or planning to use AI tools—even though just 3% “highly trust” the accuracy of the results. Twice as many (6%) say they highly mistrust AI due to security concerns and inaccuracy.

While it’s true that AI can help save some time for overworked programmers, the future will likely be one where humans and AI work together, with trained personnel in charge of applying critical thinking and precision skills to ensure all code is as secure as possible.

See how 16 leading AI models actually code, scored across 11 real-world frameworks and 1,760 codebases — the framework matters as much as the model.

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.