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How to automate version aware distributed trace analysis

Distributed Traces are “the source of truth” for developers and architects as they capture the true end-to-end execution path for each individual request processed by your applications and services. When running unit or API tests in a local…
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Level up your SLOs by adding math to the equation

To enable a holistic view of your applications and services across the entire software development lifecycle, we recently introduced in-product guidance and templates for setting up Service-Level Objectives (SLOs) with key metrics, analytics,…
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How an AIOps platform can shift left–and why it should

As organizations layer more technologies into their DevOps toolchains, an observability-based AIOps platform that can shift left is a good strategy. Since the term artificial intelligence for IT operations…
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How to automate Canary Release decisions with Dynatrace

Progressive Delivery enables speeding up while managing the risk of software deployments and configuration changes. One of the aspects of progressive delivery is using new zero-downtime deployment strategies such as Canary, Blue-Green, or Feature…
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Cloud Automation workshop roadshow: Kick-off

Three years ago, I toured through the US, Europe, and Asia giving hands-on training sessions on what I then called the “Unbreakable Delivery Pipeline Tour”. You may be asking yourself now: “Unbreakable WHAT??” “The Unbreakable Delivery…
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A three-step implementation guide to answer-driven SLO-based release validation

The Dynatrace Software Intelligence Platform already comes with release analysis, version awareness, and Service Level Objective (SLO) support as part of the Dynatrace Cloud Automation solution, helping DevOps and SRE teams automate the delivery…
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Answer-driven release validation with Dynatrace SaaS Cloud Automation

As organizations aim for faster delivery of value to their customers, the frequency of releases inevitably increases, which introduces risks and uncertainty into production systems—unless automated tests and quality gates can be leveraged…
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Dynatrace AI predicts SLO violations and pinpoints root causes proactively

Dynatrace enables Site Reliability Engineering (SRE) teams to proactively ensure the highest service quality levels. Davis, the Dynatrace AI engine, identifies potential contributors to SLO violations in real time, before thresholds…
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What is continuous delivery and what are best practices for implementing it?

In my previous article about continuous integration and continuous delivery (CI/CD), I defined CI/CD and explained how these practices work together to help DevOps teams deliver quality software faster. In this article, I take a deeper look…
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Dynatrace Cloud Automation Module provides observability-driven automation across the full lifecycle

Dynatrace Cloud Automation Module uniquely combines automatic and intelligent observability with an enterprise-grade control plane to automate delivery and operations. The module helps organizations automate the entire software development…