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Engineering Blog: Research

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Engineering

Solve hybrid Kubernetes performance and reliability problems with unified observability

Unified observability helps solve performance and reliability problems on hybrid Kubernetes clusters that span Windows and Linux systems.

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How to observe logs with Journald and Dynatrace

Enhance observability of modern operating systems and close your Kubernetes monitoring gaps with Journald structured logs.

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Enhance efficiency and compliance with automated AWS tag change triggers: A step-by-step guide

Learn how to trigger Guardians whenever Amazon AWS EC2 tags change. Streamline AWS automation for better reliability and efficiency at scale.

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Power dashboarding part 2: Dynatrace Dashboards tutorial to gain better, faster answers using AI and formatting

Part 2 of our power dashboarding series is a dashboards tutorial demonstrating better, faster answers with AI and formatting.

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NGINX vulnerability: Quickly detect and mitigate IngressNightmare vulnerabilities with Dynatrace

Quickly find and mitigate the IngressNightmare vulnerabilities affecting Kubernetes clusters with Dynatrace.

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5 powerful use cases beyond debugging for Dynatrace Live Debugger

5 powerful use cases beyond debugging for Live Debugger

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VMware Security Advisory VMSA-2025-0004: Quickly find, remediate, and automate

VMSA-2025-0004 contains three vulnerabilities in VMware ESXi. Quickly find affected systems and automate remediation using Dynatrace.

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Demo: Monitoring the OpenTelemetry demo app with Dynatrace Dashboards

OpenTelemetry demo app dashboards help teams experiment with finding problems using Dynatrace as your full-context OpenTelemetry backend.

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Running OpenTelemetry demo app Astronomy Shop with Dynatrace

Easily experiment with the Astronomy Shop, the OpenTelemetry demo application, using Dynatrace as your full-context OTel backend.

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Insights into your Azure DevOps pipelines

Learn how Dynatrace observability in CI/CD pipelines helps developers debug faster and improve code quality.

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Hidden indicators: Tracing the emergence of Apache Struts CVE-2024-53677

Apache Struts CVE-2024-53677 introduces risk to the file upload mechanism. We identified early indicators to mitigate its impact.

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The anatomy of broken Apache Struts 2: A technical deep dive into CVE-2024-53677

Broken Apache Struts 2: Technical Deep Dive into CVE-2024-53677

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Observability as Code: DIY with Crossplane

Observability as Code: DIY with Crossplane

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Celebrating innovation: Top Custom Solutions from the 2024 Dynatrace Partner App Competition

Top Custom Solutions 2024: Dynatrace Partner Apps

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Dynatrace loves OpenTelemetry

Dynatrace loves OpenTelemetry

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Extension management made simple with the new Dynatrace Extensions

Simplified extension management with Dynatrace Extensions

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Power dashboarding part 1: Start your exploration journey with Dashboards

Start your exploration journey with Dashboards

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Debug complex performance issues in production with ease

Leverage Live Debugger, Open Pipeline, and OpenTelemetry to tackle a complex performance issue.

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Dare to debug production with Dynatrace Live Debugger

Explore a revolutionary tool providing developers with visibility and data access to their running applications.

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Dynatrace Observability for Developers saves time with real-time data

Dynatrace harnesses the power of observability and analytics to tailor a new experience for shifting left.

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Better dashboarding with Dynatrace Davis AI: Instant meaningful insights

Stay ahead with visual, AI-powered forecasting, or get new insights into your data leveraging Davis CoPilot™.

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Let’s learn how to send OpenTelemetry data to Dynatrace together!

Get started with Dynatrace support for OpenTelemetry: Learn how to send OpenTelemetry data to Dynatrace.

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Unified release management with Dynatrace: Empower DevOps and ITSM collaboration

Maintain consistent release-management validation standards without individually modifying each pipeline.

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When things go sideways: Troubleshooting the OpenTelemetry Operator

Solutions for common issues with OpenTelemetry Operator installation, deployment, and auto-instrumentation.

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Kubernetes service-level objectives: Optimize resource utilization of Kubernetes clusters with SLOs

SLOs for K8s clusters optimize resource utilization. A good SLO strategy helps manage containerized workloads.

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OpenPipeline: Simplify access to critical business data

Effective business analytics relies on frictionless access to business data.

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Demo: Transform OpenTelemetry data into actionable insights with the Dynatrace Distributed Tracing app

Learn how Dynatrace empowers you to maximize the value of your OpenTelemetry implementation.

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New Distributed Tracing app provides effortless trace insights

Discover the "unknown unknowns," diagnose issues, and ensure efficient operations.

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Easily troubleshoot z/OS application issues through logs with Dynatrace

Dynatrace support for IBM z/OS automates log discovery and enables collection at scale.

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Leverage logs for an end-to-end view of your business processes via Dynatrace OpenPipeline

Ingest logs from any system and extract relevant business data to get an end-to-end view of business processes.

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Next-level batch job monitoring and alerting: Elevate performance and reliability

Failure in processing batch job runs can result in disruptions, missed deadlines, and unprocessed tasks, impacting system efficiency.

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Dynatrace Apps showcase: Omnilogy Pipeline Observability

The Omnilogy solution allows observability all in one place, including your CI/CD pipeline, while reducing tool sprawl.

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Generate security events from Dynatrace Security Investigator via OpenPipeline

Detect threats like DNS tunneling with custom Dynatrace security events.

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Advanced analytics: Leverage edge IoT data with OpenTelemetry and Dynatrace

Learn how to implement OpenTelemetry and Dynatrace to enhance the monitoring and management of aviation IoT data.

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Build systems more reliably with Dynatrace: Chaos Engineering

Learn about the Reliability metric, which measures modern operational practices.

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What is OpenTelemetry? An open source standard for logs, metrics, and traces

Dive into the open source standard for logs, metrics, and traces, empowering observability across modern applications.

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