From Reaction To Prevention In The Era Of The Never-Ending Attack Surface
Even relatively small security issues on the surface have opened up opportunities for significant cyber-attacks. The Log4Shell exploit is a recent example of how a malicious code has revealed opportunities for a successful attack. Many businesses have admitted to knowingly shipping vulnerable code, and clearly, this is a calculated risk based on time to market with new features and products. However, the consequences of these calculated risks to shipping lower-quality code could be far greater than projected, resulting in very costly data breaches.
Govern AI-driven development before it ships
Measure AI-assisted risk, enforce secure coding policy at commit, and accelerate secure delivery across your SDLC.
Explore more articles
Access expert content on secure coding, AI governance, and software risk management.
ITWire: Agentic AI Era Demands Overhaul of Governance Frameworks
The emergence of agentic AI marks a structural shift in software development, introducing systems that not only accelerate production cycles but also perform autonomous reasoning and action beyond direct human control.
SD Times: Platform Engineering & Developer Experience: Making Engineers Faster Without Making Them Reckless: SD Times 100
This category has taken on new urgency in 2026 for a reason that’s specific to this moment: AI coding tools and agents are dramatically increasing how much code gets written and how often it needs to be deployed, tested, and provisioned for. Platform engineering is the layer that determines whether that increased velocity translates into shipped value or into chaos.
SecurityWeek: How to Conduct a Successful Audit of AI-Driven Software Development
As AI-generated code becomes commonplace, CISOs need new audit strategies to measure developer practices, govern AI tool usage, and identify software risks before they reach production.
Secure AI-driven development before it ships
See developer risk, enforce policy, and prevent vulnerabilities across your software development lifecycle.
