Operations | Monitoring | ITSM | DevOps | Cloud

At.conf23, we announced the preview release of Splunk AI Assistant - Splunk's first offering powered by generative AI. This app offers an intuitive and easy-to-use chat experience to help you translate a natural language prompt into SPL query that you can execute or build on, all within a familiar Splunk interface. Splunk AI Assistant also explains what a given SPL query is doing in plain English with a summary as well as a detailed breakdown of the query.

In today's dynamic world of software development and system operations, making informed decisions and developing effective strategies rely heavily on data. The OODA loop, developed by military strategist John Boyd, consists of a recurring cycle: Observe, Orient, Decide and Act. This is then followed by a Feedback stage (not represented in the OODA acronym for some reason) before the cycle repeats itself, allowing for continuous optimization.

Although microservices and cloud architectures are the new norm for modern applications, cloud cost optimization could run high in observability. High costs are largely due to the number of components involved in cloud architectures. According to Cloud Data Insights in a recent report, around 71% of IT companies say that cloud observability logs are growing at an alarming rate— a driving factor for rising observability costs.

Welcome again to another Decoding Logic App Dilemmas: Solutions for Seamless Integration! This time we selected a real problem presented by a client during one of our Logic Apps training courses: How to remove the first line from a flat file (CSV)! In this case, we have a CSV file where the first line contains the column headers that we want to see removed from the message in order to process only the data.

The rise of complex containerized software environments sees an increased need for reliable delivery solutions like application delivery controllers (ADCs). ADCs such as Citrix function as load-balancing intermediaries within a software delivery network. They are positioned between application and user servers where they manage traffic flow via various structured and centralized processes.

That thing where you are so pissed at a broken web application that you furiously click the button or link. Yea, we all do that. Rage clicking, or repeatedly clicking out of frustration, is a common experience for many users. However, while rage clicking may seem like a harmless expression of frustration, it can lead to negative outcomes for both users and businesses. It’s also a fantastic way to detect user frustration.

This blog post was co-authored by Igor Shvartser, Senior Technical Product Manager at Amazon Timestream, and Michael Mandrus, Senior Software Engineer at Grafana Labs. Grafana Labs Senior Software Engineers Stephanie Hingtgen and Kevin Minehart also helped with the content.