3 steps to escaping the “break-fix” trap

AI-assisted coding is speeding up feature delivery, but it is also creating more incidents and alert noise for operations teams.

Manual firefighting is no longer enough to handle fragmented workflows and the growing volume of incident response.

The article argues for integrated AI and AI agents in operations to automate triage, correlate alerts, and preserve incident knowledge.

The goal is to reduce recurring failures, lower cognitive load, and escape the break-fix trap.