A practical and opinionated look at AI first browsers, what they mean for web builders, and why source linked, privacy aware design matters more than ever.

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.