There’s a growing pattern of outages, data exposure and system failures that engineering leaders can’t ignore. These stem from treating a coding assistant like a mere tool.
AI agent architectures have a serious flaw because they collapse of deterministic boundaries between inference and execution. That makes a breach hard to detect until it’s too late.
Agentic AI offers the illusion of autonomy, but too often it just mirrors human fluency. A truly autonomous system that can build trust has to master conversation integrity.
