Observability is crucial for maintaining complex systems’ health and performance. In its traditional form, observability involves monitoring key metrics, logging events, and tracing requests to ensure that applications and infrastructure run smoothly. The emergence of Artificial Intelligence (AI) promises to revolutionize the way organizations approach observability.

That moment when everything’s running smoothly—users engaged, conversions flowing—until your site takes a break, and you find out from a tweet. We’ve all been there, scrambling to fix an issue that’s been broken for who knows how long while social media lights up. A few minutes of downtime, and now you’re not just fixing the issue—you’re dealing with frustrated users and a reputation hit.

Data drives decisions forward. Every insight leads to action. A 2024 Gartner report revealed that organizations utilizing analytics and AI are better positioned to manage complexity, build trust in data, and empower their teams. This underscores the critical role of data intelligence. It involves collecting and analyzing data to uncover patterns and trends that help businesses take action. As a result, they can make informed decisions, optimize performance, and gain a competitive edge.

OpenSearch allows you to store a sizeable amount of data, commonly logs, metrics, and documents. You access useful data within OpenSearch by querying to get specific information, deep analysis, and insights for decision-making. With OpenSearch, you can perform complex searches by using natural language, Boolean operators, and filters to pinpoint relevant information efficiently.

Learn everything about Application Performance Monitoring (APM), from its definition to its crucial role in optimizing application performance.

This guide walks you through setting up Docker monitoring using Prometheus and Grafana, helping you track container performance and resource usage with ease.

Websites are no longer static pages. They’re dynamic, transaction-heavy ecosystems where every click, form submission, and login matters. Whether you’re in e-commerce, SaaS, or finance, transaction failures can lead to revenue loss, frustrated customers, and even damage to your brand. That’s where web transaction monitoring tools come in — a critical component to make sure every interaction goes smoothly.