We break down the essentials of streaming aggregation and its impact on modern data processing.

One of the biggest challenges for some of our customers was allowing non-engineering teams, such as Support, Sales, or Sustomer Success teams, to raise incidents for specific Dev/Infra/Security/Ops teams on Zenduty in a structured and efficient manner as soon as a customer reports an issue. In many organizations, we observed that non-technical team members often needed to switch between platforms, fill out complex forms, or reach out to multiple stakeholders manually to ensure that an issue is escalated.

This blog introduces the RED method—an approach that simplifies microservices monitoring by honing in on requests, errors, and latency.

This guide provides an in-depth look at its setup and usage, helping you monitor and manage your Kubernetes clusters more efficiently.

While building our Service Level Objectives (SLO) product, our team at Datadog often needs to consider how error budget and burn rate work in practice. Although error budgets and burn rates are discussed in foundational sources such as Google’s Site Reliability Workbook, for many these terms remain ambiguous. Is an error budget a static quantity or a varying percentage? Does burn rate indicate how fast I’m spending a fixed quantity, or is it just another way to express error rate?

Our developer’s guide breaks down Prometheus Query Language in an easy-to-understand way, helping you monitor and analyze your metrics like a pro.

We cover everything from initial setup to practical tips for monitoring and improving your fasthttp applications. Follow along to enhance your observability and get a clearer view of your app’s performance.

Are you tired of dealing with unexpected system crashes and the chaos they bring? You're not alone. For enterprise SREs, DevOps, and IT Operations teams, mastering incident management goes beyond just fixing problems; it’s about preventing them. According to a recent report, incident volume within enterprise companies rose by 16% during 2023, highlighting the growing complexity and risk in digital operations. This underscores the urgent need for robust incident management solutions.

New to Prometheus? My PromQL beginner's guide teaches you how to write queries, understand data types, and use key functions.

Master log collection in Kubernetes with OpenTelemetry's filelog receiver. Learn to configure, optimize, and troubleshoot log collection from various sources including syslog and application logs. Discover advanced parser operator techniques for robust observability.