A reflective take on government ordered model restrictions and what they mean for AI app architecture, vendor risk, and resilient product design.

AI is speeding up both vulnerability discovery and exploit creation, forcing developers to rethink security pipelines, threat models, and incident response.

A reflective look at how LLMs are becoming both security allies and attack tools, plus a practical view on using AI in CI without getting fooled by false positives or unsafe automation.

Exploring the growing ethical concerns around AI chatbots, their potential risks, and how developers can create safer and more responsible solutions.