Operations | Monitoring | ITSM | DevOps | Cloud

Configuration Drift: How It Happens, Top Sources + How to Stop It for Good

Bad news: Configuration drift is going to happen no matter what you do. It’s very easy to miss, caused by some innocuous mistake or patch and buried in paper trails that don’t exist. By the time you’ve found which configurations have drifted, it usually means something’s already going wrong. But here’s the good news: You and your precious configurations don’t have to take it lying down.

Saga Design System: shaping the future of user experiences at Grafana Labs

At Grafana Labs, we want to empower our fellow Grafanistas and the community to get the most out of the Grafana LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). As part of this effort, we recently launched a new Grafana developer portal. And now, we’re pleased to announce the launch of the Saga Design System, which establishes a shared visual language for all of Grafana Labs’ offerings.

Performance optimization techniques in time series databases: strings interning

VictoriaMetrics is an open-source time-series database (TSDB) written in Go, and I’ve had the pleasure of working on it for the past couple of years. TSDBs have stringent performance requirements, and building VictoriaMetrics has taught me a thing or two about optimization. In this blog post, I’ll share some of the performance tips I’ve learned during my time at VictoriaMetrics.

Build and evaluate LLM-powered apps with LangChain and CircleCI

Generative AI has already shown its huge potential, but there are many applications that out-of-the-box large language model (LLM) solutions aren’t suitable for. These include enterprise-level applications like summarizing your own internal notes and answering questions about internal data and documents, as well as applications like running queries on your own data to equip the AI with known facts (reducing “hallucinations” and improving outcomes).

The Present and Future of Data Management Roles

In January 2015, I wrote about the future of professional database administrators (DBAs) in a three-part series of articles for Database Trends & Applications magazine. Back then I predicted we would see strong growth in DBA salaries because of the acute and persistent shortage of talent, very little means of training new DBAs, and a median age of DBAs creeping closer to retirement age with each passing year.

Elasticsearch and LangChain collaborate on production-ready RAG templates

For the past few months, we’ve been working closely with the LangChain team as they made progress on launching LangServe and LangChain Templates! LangChain Templates is a set of reference architectures to build production-ready generative AI applications. You can read more about the launch here.

Why public sector needs AI-powered observability: Cost savings, ROI, and analyst efficiency

Elastic Observability customers saw 243% ROI and $1.2 million in savings over 3 years For government and education organizations around the world, facilitating an efficient, reliable customer experience is essential when providing critical services and building trust with stakeholders. As technology infrastructure expands and the IT landscape becomes a complex mix of private cloud, public cloud, and air-gapped environments, the ability to see across all systems and data is challenging yet critical.

Unveiling Rancher 2.8 and Rancher Prime 2.0: Advancing Interoperability and Efficiency

The Rancher by SUSE team has been dedicated to fortifying the Rancher platform to be the most interoperable and adaptable platform for our customers and the wider community over the past year. In late 2022, we introduced the ‘Extensions Catalog.’, and earlier this year at KubeCon Europe in Amsterdam, we revealed our Rancher UI Extensions framework. Continuing this momentum, we are thrilled to announce the release of Rancher 2.8 and Rancher Prime 2.0.

Troubleshooting Azure Virtual Desktop (AVD) Issues through Logon and Beyond

Today, I’ll be covering troubleshooting Azure Virtual Desktop (AVD) issues. I’ll cover the common causes of problems beyond logon and how you can monitor and troubleshoot to identify the root-causes of issues and how to resolve them resolve them. For information on troubleshooting logon problems and slow logons, please see my previous article: Troubleshoot Slow Azure Virtual Desktop (AVD) Logons.

Setting up better logging in Azure Functions

We have been using Azure Functions for years. Being able to easily deploy and run code on both Azure App Services and real serverless has been a killer feature for all of our asynchronous jobs and services. Unfortunately, the logging approach provided as part of the default template is not ideal. In this post, I'll introduce you to the first steps we take in all of our existing and new function apps to improve logging. A quick note about the Azure Functions runtime.