The Code Doesn't Care Who Wrote It: Why Context, Not AI Fear, Will Define Modern Application Security
This post was originally published on DevOps.com on April 28, 2026. AI has already arrived in the software development lifecycle; not as a pilot program or controlled experiment, but as an everyday reality. Developers are using AI coding assistants to generate functions, refactor modules, review pull requests, and accelerate delivery, often in direct tension with corporate policies meant to limit or control that use. While it’s tempting to consider this some kind of ‘Shadow AI’ or ‘Governance Failure’, it is a signal of things to come in this brave new world of AI-accelerated software engineering. ...