Introduction


Most organizations are already using AI agents in their development workflows. The question is whether those agents are governed or fall under the category of 'shadow AI'. Without a strategic architecture, teams end up with unmanaged tool sprawl, inconsistent configurations, unclear security boundaries, and unpredictable...