article thumbnail

9 key DevOps metrics for success

Dynatrace

You have set up a DevOps practice. As we look at today’s applications, microservices, and DevOps teams, we see leaders are tasked with supporting complex distributed applications using new technologies spread across systems in multiple locations. DevOps metrics to help you meet your DevOps goals.

DevOps 206
article thumbnail

Support of OpenTelemetry metrics with enhanced AI capabilities

Dynatrace

With the most important components becoming release candidates , Dynatrace now supports the full OpenTelemetry specification on all runtimes and automatically adds intelligence to metrics at enterprise scale. So these metrics are immensely valuable to SRE and DevOps teams. Kudos and thanks to all fellow contributors.??.

Metrics 233
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Dynatrace

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. Though the industry champions observability as a vital component, it’s become clear that teams need more than data on dashboards to overcome persistent DevOps challenges.

DevOps 225
article thumbnail

Applying Netflix DevOps Patterns to Windows

The Netflix TechBlog

Artisan Crafted Images In the Netflix full cycle DevOps culture the team responsible for building a service is also responsible for deploying, testing, infrastructure, and operation of that service. In the canary stage, Kayenta is used to compare metrics between a baseline (current AMI) and the canary (new AMI).

DevOps 207
article thumbnail

Enhancing Kubernetes cluster management key to platform engineering success

Dynatrace

.” While Kubernetes’ usability and ubiquity make it the ideal environment for cloud-based production tasks, operational oversight and resource management challenges can frustrate DevOps efforts to drive efficiency. ” First, Akamas collects metrics, then recommends configuration improvements and applies these recommendations.

article thumbnail

Software intelligence as code enables tailored observability, AIOps, and application security at scale

Dynatrace

To accomplish this, organizations have widely adopted DevOps , which encompasses significant changes to team culture, operations, and the tools used throughout the continuous development lifecycle. But setting up the required tooling requires in-depth knowledge and causes massive effort if done manually.

Code 222
article thumbnail

How Dynatrace boosts production resilience with Site Reliability Guardian

Dynatrace

These examples can help you define your starting point for establishing DevOps and SRE best practices in your organization. In this case, the four golden signals (latency, traffic, errors, and saturation) are derived from span attributes and DQL metric queries via Dynatrace Grail™.

DevOps 192