AI agents are creating untracked production failures in enterprises

Enterprises may already be dealing with AI-agent failures without a standard way to record or classify them, which makes the operational impact harder to measure. The immediate gap is between production incidents and existing postmortem templates, so these events can fall outside normal engineering review. For streaming teams using AI agents in production workflows, that means incident taxonomy may lag deployment. The signal to watch is whether engineering orgs begin adding a separate incident category for AI-agent failures in postmortem systems.