Hero background

Engineering Blog: Research

Background wave overlay
Engineering

Empowering SREs with runtime vulnerability analytics and security posture management

Learn how Dynatrace empowers Site Reliability Engineers with end-to-end visibility and control, from code creation to live production.

Read now

Unlock enhanced CI/CD insights in GitLab for pipeline visibility

Using Dynatrace SDLC Events, monitor GitLab CI/CD Pipelines for enhanced visibility into your systems and DevOps cycle.

Read now

Power dashboarding part 3: Filter data effectively to find what matters

In part 3 of our power dashboarding series, we’ll show you how to apply filtering options to zero in on the most relevant information.

Read now

Java hashing efficiency: Techniques to beat Arrays.hashCode(byte[]) using Java’s own means

Pure Java implementations beat the default Arrays.hashCode(byte[]) method in OpenJDK 24. Learn our techniques to make it more efficient.

Read now

Snyk integration for Dynatrace: Bridging development and runtime with actionable security notifications

Here's how to use the newly published Snyk integration to create actionable Jira tickets.

Read now

The rise of agentic AI part 3: Amazon Bedrock Agents monitoring and how observability optimizes AI agents at scale

Next-level agentic AI relies on agent-to-agent communication. Discover how to optimize AI agent observability and Amazon Bedrock Agents monitoring.

Read now

Auth0 monitoring with Dynatrace for more secure authentications

Auth0 monitoring with Dynatrace enables organizations to gain unprecedented insights into authentication, security, and identity events.

Read now

The rise of agentic AI part 2: Scaling MCP best practices for seamless developers’ experience in the IDE with Cline

With agentic AI on the rise, TELUS employs some MCP best practices with Cline and Dynatrace Live Debugger to boost developer experience.

Read now

Unified observability: Why storing OpenTelemetry signals in one place matters

Storing OpenTelemetry signals in one place in context with all other signals creates true unified observability, enabling better analysis.

Read now

How Dynatrace Kubernetes Monitoring powers smarter insights

Kubernetes complexity poses significant monitoring challenges. Discover how Dynatrace Kubernetes monitoring solves Kubernetes complexity.

Read now

Threat detection in cloud native environments (part 2): How to automate threat management using workflows

This blog covers three building blocks of handling threats: Leave no gaps, get the right eyes on it, and respond quickly.

Read now

Revisiting Spring4Shell: How Cloud Application Detection and Response (CADR) offers multi-layer protection

Using Spring4Shell as an example, discover how Dynatrace can detect and prevent exploitation on multiple layers.

Read now

Mastering sign-in log monitoring: How to secure user identity with Dynatrace

Cyberattacks are increasingly shifting user identities. Discover show sign-in monitoring is crucial to secure user identity.

Read now

Go big with Dynatrace: Native support for large log records

Go big with Dynatrace: Native support for large log records

Read now

KubeCon EU 2025 key takeaways: Spotlight on cloud-native observability

For observability watchers and cloud-native fans, KubeCon EU didn’t disappoint. Discover key takeaways and breakthrough Dynatrace sessions.

Read now

The rise of agentic AI part 1: Understanding MCP, A2A, and the future of automation

What is agentic AI? Learn how Model Context Protocol and A2A help next-level AI agents communicate to fuel the latest automation revolution.

Read now

Threat detection in cloud native environments: Detecting suspicious Kubernetes service account behavior

By combining different data sources like logs and runtime context, Dynatrace can help improve detection accuracy and create actionable findings.

Read now

Distributed tracing best practices for the software development lifecycle

Distributed tracing for developers at every stage of the development lifecycle helps to deliver services that fulfill core business goals.

Read now

Kubernetes security essentials: Kubernetes misconfiguration attack paths and mitigation strategies

A Kubernetes misconfiguration can lead to security vulnerabilities. Learn how attackers exploit them, and how to mitigate attacks.

Read now

Kubernetes security essentials: Understanding Kubernetes security misconfigurations

All too often, Kubernetes misconfigurations become security misconfigurations. Learn why, and how to avoid them.

Read now

KubeCon EU 2025 retrospective: Reflections from my sixth KubeCon

Join Adriana Villela as she takes you behind the scenes for the innovation, fun, and friends at KubeCon EU 2025 in London.

Read now

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.

Read now

How to observe logs with Journald and Dynatrace

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

Read now

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.

Read now

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.

Read now

NGINX vulnerability: Quickly detect and mitigate IngressNightmare vulnerabilities with Dynatrace

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

Read now

5 powerful use cases beyond debugging for Dynatrace Live Debugger

5 powerful use cases beyond debugging for Live Debugger

Read now

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.

Read now

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.

Read now

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.

Read now

Insights into your Azure DevOps pipelines

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

Read now

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.

Read now

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

Read now

Observability as Code: DIY with Crossplane

Observability as Code: DIY with Crossplane

Read now

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

Top Custom Solutions 2024: Dynatrace Partner Apps

Read now

Dynatrace loves OpenTelemetry

Dynatrace loves OpenTelemetry

Read now