Join Cloud Services as we share the story of our quest to build custom AI agents that perform end-to-end remediation of monitoring alarms. We'll walk through the journey from manually triaging and resolving issues to having AI automation handle a growing majority of alarm response in our Hadoop and OpenStack environments — including the architecture decisions, lessons learned, and what's next.