Operations | Monitoring | ITSM | DevOps | Cloud

Building on Legacy: How Government Agencies Can Consolidate Tools with Automation

Tool sprawl, further compounded by the inflexibility of legacy tools, poses a major challenge for government IT teams. As agencies work to deliver the digital services their constituents demand, their digital ecosystems have grown to comprise numerous apps, systems and microservices, all specific to the individual IT components of the experience. With disparate tools and systems leading to siloed insights, higher costs, and increased complexity, it’s easy for technical debt to get out of hand.

Open Telemetry 101 - A Primer

OpenTelemetry is an open-source observability framework designed to capture distributed traces and metrics from applications and services. It provides a standardized way to collect, process, and export telemetry data to various backends like tracing systems, monitoring platforms, and logging tools. OpenTelemetry, currently an incubating project at the Cloud Native Computing Foundation, is the merger of two popular observability projects: OpenTracing and OpenCensus.

Application Observability And Its Role In Modern Software Development

Over the last few decades, software systems have grown complex due to the emergence of cloud-native architectures and multi-cloud environments. On the one hand, this makes it difficult to detect issues faster in the deployed application. It also requires intricate coordination between development, DevOps, and SRE teams, as they are also expected to speed up the whole software delivery process.

Happy 10th Birthday Kubernetes!

As Kubernetes celebrates its 10th anniversary, it’s an opportune moment to reflect on the profound impact Kubernetes has had on the cloud technology landscape. Since its inception, Kubernetes has revolutionized the way we deploy, manage, and scale containerized applications, becoming the de facto orchestration platform for today’s cloud-native ecosystem.

Effective Observability for MLOps Pipelines at Scale with Rishit Dagli

Join Rishit Dagli as he explores effective observability for ML pipelines at scale. Learn about the critical differences between observability and monitoring in ML applications, common challenges like distribution shifts, and feedback loops. Rishit demonstrates practical methods for logging and interpreting various metrics to maintain model performance and reliability.

How to Set Up User Feedback from Sentry

Sentry’s User Feedback gives your users an easy way to provide direct input on problems they encounter on your site – whether that be a frontend error, broken link, or misleading label – to help get context into a known error or catch an issue that can only be spotted in the UX. This simple widget can be customized to match your site’s look and feel and embedded non-intrusively. Learn how to set it up with this step-by-step demo.

How to reduce expenses on monitoring: be smarter about data

Monitoring can get expensive due to the huge quantities of data that need to be processed. In this blog post, you’ll learn the best ways to store and process monitoring metrics to reduce your costs, and how VictoriaMetrics can help. This blog post will only cover open-source solutions. VictoriaMetrics is proudly open source. You’ll get the most out of this blog post if you are familiar with Prometheus, Thanos, Mimir or VictoriaMetrics.