Pillar 03

Scale

Observability across teams, fleets, and high-volume systems

Telemetry governance, fleet management, cardinality controls, sampling at scale, and cost efficiency.

Scale Guide 6 min read

Do not tune every metric: start with a 60-second scrape interval

A practical 60-second metric collection default, with the alerting, query, source-load, and billing checks needed for justified exceptions.

Published Aug 18, 2026

observability metrics opentelemetry

Scale Guide 3 min read

Applying Datadog Metrics without Limits at Scale

Now that we’ve covered the principles of Metrics without Limits (MwL), let’s explore how you can easily leverage Olatuak to take advantage of this feature. Fi

Published Oct 13, 2025

datadog observability usage_optimization

Scale Playbook 2 min read

Datadog Org migration checklist

Before completing your migration, review the following checklist to ensure a smooth transition. 💡Checkout our complete article if something is unclear. ✅ Pla

Published Jun 4, 2025

datadog observability checklist

Scale Playbook 4 min read

Your 23-Point Grok Parsing Cheat Sheet - Mastering Datadog Logs

Log parsing in Datadog is both an art and a science. Whether you’re just getting started or refining pipelines at scale, crafting robust parsing rules is critic

Published May 28, 2025

datadog observability checklist

Scale Guide 4 min read

How to Optimize Synthetic Monitoring for UX, Coverage, and Cost

What Are Synthetic Tests and Why Do They Matter? Synthetic monitoring is a proactive testing method that simulates user interactions with your website or APIs.

Published May 5, 2025

datadog observability usage_optimization

Scale Guide 6 min read

Kubernetes: Unlocking Cost Efficiency and Maximizing Cluster Potential

Kubernetes is a powerful tool that delivers incredible benefits, including improved reliability, scalability, and significant cost savings. However, despite its

Published Apr 22, 2025

datadog observability usage_optimization

Scale Guide 10 min read

Making Sense of OpenMetrics in Datadog: Gauges, Counters, and Histograms Demystified

Let’s start with the basics—what exactly is OpenMetrics? Think of it as the Esperanto of monitoring data: a standardized, plain-text way of exposing metrics so

Published Apr 16, 2025

datadog observability usage_optimization

Scale Playbook 8 min read

How to Migrate a Datadog Organization: A Step-by-Step Guide Org Migration

Migrating a Datadog organization is a complex but necessary process when consolidating accounts, restructuring teams, or implementing new security and complianc

Published Mar 12, 2025

datadog observability checklist

Scale Guide 9 min read

Datadog Cloud Integration: Setup and Cost Optimization

To achieve a comprehensive monitoring setup for your infrastructure, it’s essential to integrate cloud provider data into Datadog. Datadog supports integrations

Published Feb 26, 2025

datadog observability usage_optimization

Scale Guide 7 min read

Taming Datadog Metrics: A Simple Way to Optimize Your Metrics Costs

In today’s cloud-native environments, observability is crucial. Services like Datadog give us the power to monitor and analyze a wide array of metrics, ensuring

Published Jan 13, 2025

datadog observability usage_optimization

Scale Guide 5 min read

Observability at Scale: The strengths of Metrics, Logs, and APM

In the dynamic landscape of modern technology, Observability stands tall, fortified by a multitude of pillars designed to empower…

Published Feb 9, 2024

datadog observability

Scale Guide 3 min read

Effective Datadog Archiving to Maximize Log Value

In the quest to strike the perfect balance between log value and cost efficiency, archiving emerges as a pivotal component, instilling…

Published Feb 7, 2024

datadog observability usage_optimization