Operations | Monitoring | ITSM | DevOps | Cloud

Across vast enterprise networks, Active Directory (AD) serves as the foundational layer for identity and access management. It's the critical service enabling user authentication, managing authorizations, and ensuring smooth operations across your network. Given its central role, any hiccup in AD can lead to widespread outages, security vulnerabilities, or frustrating user experiences.

It’s 3 AM. Your phone screams. You stumble to your laptop, eyes half-closed, wondering the same question every SRE has asked mid-incident.

Private cloud infrastructure adoption is accelerating rapidly. This move is driven by the ongoing “cloud reset” as leaders rethink their hybrid and multi-cloud strategies, seeking greater control, security, and flexibility for their IT workloads. As a matter of fact, leaders in 69% of organizations are considering repatriating workloads, and one-third already have.

If you’re working with metrics in Grafana Cloud, chances are you’ve come across DPM (data points per minute). It shows up in usage dashboards, invoice breakdowns, and occasionally pops up in Slack when your ingestion numbers start looking suspicious. DPM can also be seen in the Grafana Cloud billing and usage dashboard, which is available by default in every Grafana Cloud account. It helps you understand how much data you’re sending—and whether it’s more than you need.

OpenSearch is a powerful, scalable search and analytics engine that can do amazing things for logging, observability, and full-text search. But like any distributed system, it only performs well if you keep it properly tuned and healthy. Ignore it, and you risk slower queries, higher costs, and even data loss. Here are five practical tips to keep your OpenSearch cluster running smoothly and efficiently.