I hated 3 a.m. calls, so I automated incident response using AI workflows!

Agentic Engineering becomes very real the moment a production alert wakes me up at 3:00 a.m. The alert says the checkout service is down. Revenue is impacted. Orders are failing. And now the clock is ticking. In a typical setup, the first part of incident response is not really problem-solving. It is context hunting. I open PagerDuty for the alert, Datadog for metrics and logs, GitHub to check recent deployments, AWS to inspect infrastructure, and Slack to figure out who owns the service right n