💻 From Pager to Pull Request: Engineering AI Loops That Prevent the Next Incident

On-call can get overwhelming fast. This talk covers practical ways to use AI during incidents to summarize logs, pull context from runbooks, draft status updates, and think through possible causes, plus where AI can be risky: confident-but-wrong answers, unsafe commands, and missing production context.