Operations | Monitoring | ITSM | DevOps | Cloud

Elephant flows are no longer rare. They’re foundational to AI workloads. In today’s GPU-heavy data centers, long-lived, high-volume flows can distort ECMP, overflow buffers, and rack up unexpected cloud bills. Kentik helps you see and tame these elephants with real-time flow analytics, automated alerting, and predictive capacity planning.

No business sets out to tolerate downtime. And yet, across industries, unexpected service disruptions continue to drain revenue, erode customer trust, and expose operational fragility. For CIOs and IT leaders, the real concern isn’t if systems will break, it’s whether your team can outpace the fallout. Because in a crisis, speed isn’t just an advantage it’s survival.

When your Go application moves beyond development, you need structured logging that persists. Writing logs to files gives you the control and reliability that stdout can't match, especially when you're debugging production issues or need to meet compliance requirements. This blog walks through the practical approaches, from Go's standard library to structured logging with popular packages.

Docker Swarm's logging model shifts from individual container logs to service-level aggregation. The docker service logs command batch-retrieves logs present at the time of execution, pulling data from all containers that belong to a service across your cluster. This approach gives you a unified view of distributed applications, but it comes with its patterns and considerations for effective observability.

Fabrix.ai team attended VentureBeat’s – VB Transform conference returned this week as the premier gathering for enterprise AI leaders, showcasing how artificial intelligence has evolved from experimental chatbots to autonomous agents reshaping entire industries.

Today’s networks aren’t just growing, they’re evolving. Hybrid architectures, cloud-native services, and a never-ending stream of connected devices have made it impossible to keep track of what’s on your network manually. This is exactly where a next-gen network discovery tool becomes a game-changer. ManageEngine OpManager is more than a monitoring solution.

Most people are probably familiar with the word “grok” from Robert A. Heinlein’s novel A Stranger in a Strange Land, in which it is used to describe a deep, almost mystical understanding of something. ‍ Grok is also the name of a plugin for LogStash that enables you to parse and analyze log data using a syntax similar to regular expressions, but specialized for various log formats and fields.

Monitoring your systems isn't enough anymore. Neither is “asking questions about your system”. Operational Intelligence embraces observability to proactively deliver business insights, support decision-making, and accelerate innovation. It seems that as the observability market grows and more and more products come into the space, the meaning of the term observability itself becomes more and more nebulous.