
The familiar rhythm of software development, punctuated by human-led code reviews and security gates, is being fundamentally rewritten by non-human collaborators operating at machine speed. As artificial intelligence evolves from a developer’s assistant into an autonomous developer, the foundational assumptions of modern security practices are being tested. This guide provides a framework for leaders to navigate this shift, moving from










