Operations | Monitoring | ITSM | DevOps | Cloud

In system monitoring and observability, understanding the differences between metric types is critical for building robust and insightful monitoring solutions. Prometheus, a powerful open-source monitoring system, offers several metric types, with Gauges and Counters being two of the most fundamental and frequently used.

We introduced Grafana Alloy last year in an effort to create the best possible open source “big tent” telemetry collector. A continuation of our work on Grafana Agent Flow, we designed Alloy to simplify observability at scale and to easily integrate with the OpenTelemetry and Prometheus ecosystems. We’ve seen lots of interest since Alloy was announced at GrafanaCON 2024, and industry observers are taking notice, too.

On December 26, 2024, A ChatGPT outage disrupted access for countless users worldwide. This was a major outage affecting not just the ChatGPT web interface but the entire OpenAI platform including their APIs. The incident was traced back to a power issue in Microsoft Azure’s South Central US data center which took down many other Azure customers. StatusGator customers received Early Warning Signal notifications before either provider updated their public status pages.

Scaling Kafka isn’t just about adding nodes or increasing partition counts; it’s about creating an ecosystem that grows with your business demands. As we move into 2025, the focus is shifting from brute force scaling to more nuanced, efficient strategies. Organizations are discovering that throwing resources at Kafka bottlenecks won’t solve long-term scalability issues—instead, optimization is king.

The manufacturing industry is constantly evolving, and staying competitive demands seamless integration of technology into every facet of production. Yes, this includes automation and artificial intelligence, but let’s not forget good old-fashioned IT support. So, what does IT support for manufacturing really look like? Is it a nice-to-have or an absolute necessity? And most importantly, should you build your own IT support team or rely on outsourcing?

For organizations, it is crucial to swiftly respond to evolving market dynamics, shifting customer preferences, and emerging operational challenges. This responsiveness is made possible through the use of real-time data streaming technologies, which provide a dynamic and profound understanding of the environment. In this article, we will outline why real-time data streaming is beneficial before listing the leading real-time data streaming tools currently available.

From financial records and client contracts to internal communications, organizations transfer files and sensitive data daily. A secure file transfer solution has always been non-negotiable, but it’s more critical than ever amidst the rise of data breaches and cyberattacks. For many years, File Transfer Protocol (FTP) was the standard. However, its outdated security measures and lack of encryption make it vulnerable to cyber threats, leaving shared data at risk of interception and misuse.