
The rapid proliferation of autonomous systems in software engineering has reached a critical juncture where the distinction between helpful advice and verifiable action defines the success of modern deployments. While many organizations initially integrated artificial intelligence as a layer of sophisticated chat interfaces, the limitations of this approach became glaringly apparent as systems scaled in complexity. An agent that merely










