Secure Coding For AI Development & Vibe Coders
Secure Coding For AI Development & Vibe Coders
Leverage the productivity gains and innovation from AI-powered coding without exponentially increasing the risk of hidden bugs, security vulnerabilities, and technical debt.

Upskill on Secure Development in the New World of AI
Secure Code Warrior supports enterprises transitioning into AI-assisted development practices with highly relevant, upskilling initiatives designed to address gaps in everything from a lack of awareness in working with AI and LLMs and over confidence in AI-generated code being secure to new vulnerabilities associated with AI coding.
Get best-in-class content covering AI/LLM topics for a variety of roles across the SLDC to mitigate risk. From devs and QA to architects and product managers, we’ve got you covered.
Next-Generation Secure Software Development
Mitigate Risk in a World of AI + Developers
With more lines of code being produced faster with less scrutiny, the risk of hidden bugs, security vulnerabilities, and technical debt grows exponentially. This shift makes code review, testing, and secure coding practices more critical than ever, ensuring that speed doesn’t come at the cost of reliability and security. Upskilling developers is the first step to getting better outcomes in an environment where tools like Github Copilot, Cursor AI, Amazon Q Developer and others are being utilized and underscores the need for continued emphasis on secure code education.
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Manage AI Risk with Observability and Governance
Skills initiatives are just the first step to ensuring you are addressing additional risks introduced by AI-assisted coding. SCW Trust Agent™ gives you visibility into the developers working with your code base, and insights into their security skills. You can then configure polices for code repositories to help improve your security posture through proactive governance.
Explore SCW Trust AgentMeasurable Impact Beyond Compliance
Organizations who adopt a proactive approach to secure code best practices that go beyond compliance see tangible business results. Because the most cost effective way to address vulnerabilities is to prevent them from the start. SCW Trust Score™ provides organizations with a way to measure and benchmark the progress of developers’ security skills over time which are particularly important to track in reference to early adoption of AI-driven coding environments.
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Important Highlights Regarding AI-Generated Coding
How has AI-coding impacted developer critical thinking?
AI-assisted development dramatically increases the speed of coding, leading to a surge in the volume of written code. Developers can now generate entire functions, modules, or even applications in seconds, reducing overall development time, but this productivity boost introduces new challenges.
Research shows that people take AI-generated answers for granted, essentially eliminating any critical thinking process to arrive at the correct answer.
What is “vibe coding"?
AI is enabling a more fluid and intuitive workflow recently referred to as “vibe coding.” This is where developers focus on high-level intent rather than syntax.
How has software development changed with the use of AI?
Modern software developers increasingly leverage AI-powered coding assistants like Cursor AI, Windsurf, Amazon Q Developer and GitHub Copilot to enhance productivity, reduce repetitive tasks, and improve code quality. These tools act as intelligent pair programmers, offering code suggestions and bug fixes. Software creation is becoming more dynamic, more creative, and the skills of a developer must evolve accordingly.

Fundamentals redefined.
Additional Secure Code Warrior Resources on AI & LLMs
OWASP Top 10 For LLM Applications: What’s New, Changed, and How to Stay Secure
Stay ahead in securing LLM applications with the latest OWASP Top 10 updates. Discover what's new, what’s changed, and how Secure Code Warrior equips you with up-to-date learning resources to mitigate risks in Generative AI.
Why developers need security skills to effectively navigate AI development tools
The promise of artificial intelligence writing complex code at the touch of a button is intriguing, but the reality is that AI will need a lot of help from human developers to craft truly secure and reliable code.
LLMs: An (im)perfectly human approach to secure coding?
While it is looking inevitable that LLM-style AI technology will change the way we approach many aspects of work - not just software development - we must take a step back and consider the risks beyond the headlines. And as a coding companion, its flaws are perhaps its most “human” attribute.
Resources to get you started
How Envestnet adopted an agile secure code learning platform and tripled developer effectiveness in vulnerability reduction
Learn how Derek Fisher, Head of Product Security at Envestnet and the author of “The Application Security Handbook”, worked with Secure Code Warrior to develop a holistic approach to reduce vulnerabilities through agile secure code enablement for his developer teams.
DigitalOcean Decreases Security Debt with Secure Code Warrior
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.