As businesses realized the potential of artificial intelligence (AI), the race began to incorporate machine learning operations (MLOps) into their commercial strategies. But the integration of machine learning (ML) into the real world proved challenging, and the vast gap between development and deployment was made clear. In fact, research from Gartner tells us 85% of AI and ML fail to reach production.

We recently released the beta version of our Notification Web Module, which includes a cool feature that is not yet known to everyone. We named it Desktop Notifications (Browser Push Notifications). With this feature enabled, your browser can send you instant notifications based on your configured event rules—provided you’re logged into Icinga Web.

If you're a Splunk customer, chances are high that you use either Splunk Enterprise or Splunk Cloud Platform on a daily basis. With powerful dashboards, scalable indexes, and data streaming, these core products give you immense data analysis powers and actionable insights. And that's something everybody wants! But you aren't everybody. You're uniquely you - a specific customer working in a specific industry with specific use cases.

Learn the key differences between MongoDB and Elasticsearch, and understand when to use each for your database and search needs.

Learn how to keep your APIs running smoothly! From tracking performance to boosting reliability, this guide has everything developers need.

Choosing the right container engine for your infrastructure stack is a critical architectural decision. While both Podman and Docker implement OCI (Open Container Initiative) standards, their fundamental approaches to container management and runtime architecture create distinct operational characteristics.

Many of my customers are using Flyway Enterprise to create migration scripts that will then be used to deploy database changes. They’ve been using Flyway Desktop, but some of them have expressed interest in using command line instead of the desktop.

This is a guest post from Mri Pandit. Information is the cornerstone of business operations, and data is now the most critical asset for any organization. But as reliance on data grows, so do the risks associated with breaches, fraud, and non-compliance. For most organizations, particularly in highly regulated sectors like finance, security and compliance are no longer optional – they’re essential for survival.

Successful businesses are built around strong networks. Whether for security, communication, or efficiency, a network is essential for an organization's day-to-day operations. That's why any downtime can be extremely damaging.

In a DevOps setting, incident management is all about quickly identifying, analyzing, and fixing issues that disrupt IT services. Unlike traditional IT Service Management (ITSM), which often works in isolated teams, DevOps encourages collaboration between development, operations, and business teams. This teamwork ensures that when problems like server outages or software bugs occur, they are handled swiftly and effectively. DevOps incident management is all about being agile and flexible.