Operations | Monitoring | ITSM | DevOps | Cloud

The best failover solution keeps your application serving users from another location without a manual cutover. The strongest approach is active-active across two or more locations, where every location already serves live traffic, rather than restoring from backups after an outage.

The reliability of data is crucial when managing files in the cloud, especially for businesses, enterprises, and even the data reliability of your own personal files. In this article, we’ll cover everything about data reliability: what it is, why it’s important, assessing the reliability of data, and cloud storage solutions to keep your data protected, accurate, and complete.

Cloud storage comes in many forms, and not all of them are the same or will suit your needs. Some cloud services can be too complex for personal use, and for businesses, they can become too costly or lack the needed features to run your business efficiently.

A pull request lands with a function an AI assistant generated. It reads cleanly, passes the existing tests, and gets merged. Three weeks later it breaks, but only for accounts with a specific billing history. Nobody wrote a test for that condition because nobody was thinking about it when the code went in. Now someone has to debug logic they didn't reason through, against a failure they can't picture without the exact data that triggered it. Debugging someone else's code has always worked this way.

The best MCP servers for DevOps depends on what you want an AI assistant to do: read code and pipelines, plan infrastructure as code, call one cloud’s APIs, observe production, or deploy and operate workloads. The safest setups combine scoped permissions, a read-only mode for investigation, confirmation before destructive actions, and an audit trail of every change.

Most cloud compute waste comes from paying for capacity your workloads do not use: over-provisioned requests, idle nodes, standby capacity, and per-service add-ons. The biggest savings come from changing how capacity is reserved and packed, not only from discounts or dashboards.

Workload identity replaces stored cloud keys with an identity the platform proves for each workload. The cloud exchanges that proof for short-lived, least-privilege credentials at runtime, so there is no long-lived key to leak, rotate, or copy.

How Microsoft's SharePoint file archive policy works (preview): New-SPOFileArchivePolicy, last-access rules, What-If mode, exclusions, reports and limits.