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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

The Hidden Cost of "Modernization": When Upgrades Become Extortion

Across the IT and observability landscape, enterprise leaders are facing a troubling pattern. A trusted vendor announces a “modernization initiative,” often following a major acquisition or a shift in ownership. Overnight, pricing structures change, license models disappear, and long-time customers are pressured into multi-year bundles under the banner of innovation. What’s being framed as progress often feels more like pressure.

Automating your synthetic test infrastructure with Datadog Synthetic Monitoring and Terraform

Testing ecosystems contain massive amounts of data, including outlined test scenarios, prerequisite configurations, and the tests themselves. As a result, these ecosystems are prone to data sprawl. This makes it difficult to prevent configuration drift and quickly spin up new tests, especially at the frequency needed to support a fast-growing application. Teams can handle these challenges by treating their tests as part of their application infrastructure.

Store and search logs at petabyte scale in your own infrastructure with Datadog CloudPrem

As AI workloads and cloud-native applications expand, organizations are generating more log data than ever. Each service, container, and model inference produces continuous telemetry that must be stored, secured, and analyzed. As telemetry grows more complex, teams must balance full visibility with new retention and residency needs.

4 Common OpenTelemetry Challenges and How Site24x7 Helps Overcome Them

OpenTelemetry (OTel) is transforming observability by standardizing and unifying how telemetry data such as metrics, logs, and traces are collected from distributed systems. However, while it unlocks new opportunities for monitoring and troubleshooting, adopting and operating OpenTelemetry comes with real-world challenges. Here’s what you need to know about these limitations, and how Site24x7 provides a holistic, simplified observability solution for your organization.

Tech Talk - Observability Unlocked: Kubernetes Monitoring with Splunk Observability Cloud

In this Tech Talk, discover how they’re leveraging Splunk Infrastructure Monitoring (IM) to supercharge their Kubernetes operations, detect issues within minutes, and resolve them 90% faster — all while optimizing and scaling like pros.

Getting started with Site24x7 alert management

Struggling with alert overload or missed notifications? Learn how Site24x7 helps you manage alerts effectively, from setting thresholds and tracking key metrics to routing notifications, automating actions, and leveraging AI-powered Zia thresholds. Follow a real-world DevOps scenario to see how your team can respond faster, smarter, and more efficiently.

From KubeCon EU to KubeCon NA: Bindplane's OpenTelemetry Contributions and Highlights (Mar-Oct 2025)

Bindplane engineers have stayed deeply involved in the OpenTelemetry community this summer. With KubeCon+CloudNativeCon North America in Atlanta coming up I wanted to dive into all the work that has been done and give the engineers a well deserved shoutout. Here’s what we built, fixed, and contributed since KubeCon+CloudNativeCon Europe in London this March.

Introducing the Splunk Technology Add-on for Ollama: Illuminating Shadow AI Deployments

Without strong visibility and governance, local LLMs risk replicating the fragmented, unsupervised sprawl once seen in shadow IT, complicating security postures and making it difficult for organizations to ensure proper oversight and compliance as these powerful AI tools become embedded in daily workflows. To address this challenge, The Splunk Threat Research Team has released the Splunk Technology Add-on for Ollama that provides comprehensive monitoring and observability capabilities specifically designed for local LLM deployments.