Artificial Intelligence is reshaping how software is built. From automating boilerplate tasks to accelerating delivery timelines, AI-powered coding assistants like GitHub Copilot and ChatGPT-based tools are becoming indispensable in modern development.

The upside is clear: faster projects, higher efficiency, broader accessibility, and more room for developers to focus on complex challenges. But with speed comes risk, and in security, those risks compound quickly.

The Risks Behind the Productivity Gains

AI-generated code is not immune to flaws. In fact, it often introduces new vulnerabilities:

• Insecure defaults: Outdated libraries or weak security patterns surface in generated outputs.
• Over-reliance on automation: Developers may skip reviews, trusting AI output to be “secure by default.”
• Attack surface growth: More code at scale means more opportunities for exploitation.
• Accountability gaps: Ownership blurs when code is machine-generated, complicating compliance and governance.

A recent Checkmarx study (2025) highlights the scale of the problem:

• 81% of organizations knowingly ship vulnerable code.
• 34% say over 60% of their codebase is now AI-generated.
• 98% suffered a breach tied to insecure code in the past year, up from 91% in 2024.

The data is clear: AI is accelerating both productivity and risk.

Securing AI-Assisted Development

Organizations can reap AI’s benefits without compromising security by embedding safeguards into their SDLC:

• Mandatory code reviews for all AI-generated output (manual and automated).
• Regular penetration testing to detect exploitable flaws before attackers do.
• Ongoing developer training to spot insecure AI-suggested patterns.
• Clear accountability: developers must own the security of the final product.

The Bottom Line

AI-generated code is here to stay, and its role will only expand. The question is whether organizations will adopt it recklessly or responsibly. Those who combine speed with security will outpace competitors; those who ignore the risks will face breaches that erase their gains.

At Cyber Node, we help organizations close the gaps left by AI coding assistants. From secure code reviews to penetration testing, we ensure that innovation doesn’t come at the expense of resilience.

Don’t let AI-driven speed open the door to attackers. Build with confidence.

📩 sales@cybernode.au | 🌐 cybernode.au