Operations | Monitoring | ITSM | DevOps | Cloud

When you first try a new library or framework, you are excited about it. However, as soon as you run something on production, things are less than ideal — an error here, an exception there - bugs everywhere! You start reading your logs, but you often lack context, like how often an error happens, in what line, etc. Fortunately, tools such as AppSignal can help. AppSignal helps you track your errors and gives you a lot of valuable insights.

Monitoring and observability are critical components of modern IT infrastructures, enabling organizations to gain insights into the performance, health, and security of their systems. Agents play a crucial role in gathering and forwarding telemetry from various sources to observability platforms.

AIOps, which stands for Artificial Intelligence for IT Operations, is here to stay. The truth is that leveraging artificial intelligence (AI) for ITOps offers a range of benefits that can significantly improve the efficiency, reliability, and performance of IT operations. So keep on reading as we explore AIOps software potential. From automating routine tasks to predicting future issues and enhancing decision-making, as well as practical scenarios as strategies for its implementation.

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Today, we are pleased to announce the general availability of Elastic 8.13.

Like humans, machines need to continually learn from non-stationary information streams. While this is a natural skill for humans, it’s challenging for neural networks-based AI machines. One inherent problem in artificial neural networks is the phenomenon of catastrophic forgetting. Deep learning researchers are working extensively to solve this problem in their pursuit of AI agents that can continually learn like humans.