AI use cases for infra teams: AIOps and beyond
Thirteenth post in the series. In the previous one, we dealt with the incidents that wake you up at 2 AM. This time the angle flips: using AI to make the infrastructure work itself less miserable. Flipping the perspective Over the past 12 posts, you’ve been building infra for AI: GPUs, clusters, pipelines, security, monitoring, cost management. You know how to keep the runway paved for data scientists. But what about using AI for your work? Log analysis, anomaly detection, capacity planning, IaC generation, assisted incident response. AIOps is not magic and it is not new. It is just applying the same model and inference patterns to day-to-day operations. ...