DZone

MARCH 5, 2024

Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report, The Modern DevOps Lifecycle: Shifting CI/CD and Application Architectures. By integrating observability tools in CI/CD pipelines, organizations can increase deployment frequency, minimize risks, and build highly available systems.

Availability 288

Availability DevOps Infrastructure Scalability 288

Dynatrace

JUNE 6, 2023

Just as organizations have increasingly shifted from on-premises environments to those in the cloud, development and operations teams now work together in a DevOps framework rather than in silos. But as digital transformation persists, new inefficiencies are emerging and changing the future of DevOps.

DevOps 240

DevOps Engineering Innovation Best Practices 240

Dynatrace

APRIL 22, 2024

DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale. Automation can be particularly powerful when applied to DevOps workflows. Automation thus contributes to accelerated productivity and innovation across the organization.

DevOps 246

DevOps Artificial Intelligence Government Innovation 246

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. DevOps engineer tools can help ease the pressure as environment complexity grows. ” What does a DevOps platform engineer do? A DevOps platform engineer is a more recent term.

DevOps 246

DevOps Engineering Testing Open Source 246

Dynatrace

MARCH 9, 2023

As organizations mature on their digital transformation journey, they begin to realize that automation – specifically, DevOps automation – is critical for rapid software delivery and reliable applications. “In fact, this is one of the major things that [hold] people back from really adopting DevOps principles.”

DevOps 264

DevOps Infrastructure Software Software 264

Dynatrace

DECEMBER 6, 2022

DevOps and site reliability engineering (SRE) teams aim to deliver software faster and with higher quality. We refer to this culture and practice as observability-driven DevOps and SRE automation. The role of observability within DevOps. The results of observability-driven DevOps speak for themselves.

DevOps 246

DevOps Metrics Engineering Speed 246

Dynatrace

MAY 27, 2021

Combining Dynatrace’s automated and intelligent observability and DevOps orchestration with JFrog’s CI/CD helps teams deliver better software faster. I am excited to announce a new integration with leading DevOps innovator, JFrog, to help organizations meet this demand.

DevOps 246

DevOps Innovation Speed Cloud 246

Dynatrace

APRIL 18, 2022

When it comes to site reliability engineering (SRE) initiatives adopting DevOps practices, developers and operations teams frequently find themselves at odds with one another. Too many SLOs create complexity for DevOps. With many pipelines to maintain, DevOps teams need automated orchestration. Dynatrace news.

Open Source 246

Open Source DevOps Cloud Metrics 246

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Dynatrace is widely recognized for its AI capabilities’ ability to predict and prevent issues, and automatically identify root causes, maximizing availability. Note that the work doesn’t get reduced.

Availability 278

Availability DevOps Analytics Cloud 278

Dynatrace

NOVEMBER 1, 2022

DevOps and ITOps teams rely on incident management metrics such as mean time to repair (MTTR). Here’s what these metrics mean and how they relate to other DevOps metrics such as MTTA, MTTF, and MTBF. Mean time to respond (MTTR) is the average time it takes DevOps teams to respond after receiving an alert.

DevOps 276

DevOps Artificial Intelligence Metrics Network 276

Dynatrace

APRIL 30, 2021

Many organizations that have integrated their software development and operations into DevOps practices struggle with efficiency because they’re juggling disparate DevOps tools, or their tools aren’t meeting their needs. The status quo of the DevOps toolchain. How to approach transforming your DevOps processes.

DevOps 246

DevOps Speed Efficiency Engineering 246

Dynatrace

MARCH 16, 2023

So how do development and operations (DevOps) teams and site reliability engineers (SREs) distinguish among good, great, and suboptimal SLOs? The state of service-level objectives While SLOs play a critical role in helping DevOps and SRE teams align technical objectives with business goals, they’re not always easy to define.

DevOps 264

DevOps Latency Metrics Traffic 264

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 246

DevOps Testing Monitoring Speed 246

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 246

DevOps Testing Monitoring Speed 246

Dynatrace

DECEMBER 16, 2021

Service-level objectives (SLOs) are a great tool to align business goals with the technical goals that drive DevOps (Speed of Delivery) and Site Reliability Engineering (SRE) (Ensuring Production Resiliency). Availability. For availability, I always propose to use Dynatrace Synthetic vs looking at real user traffic.

DevOps 246

DevOps Social Media Mobile Metrics 246

Dynatrace

NOVEMBER 22, 2022

The nirvana state of system uptime at peak loads is known as “five-nines availability.” In its pursuit, IT teams hover over system performance dashboards hoping their preparations will deliver five nines—or even four nines—availability. But is five nines availability attainable? Downtime per year. 90% (one nine).

Infrastructure 246

Infrastructure Availability Systems Retail 246

The Netflix TechBlog

AUGUST 22, 2019

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. A key responsibility of Netflix engineers is identifying gaps and pain points in the development and operation of services.

DevOps 209

DevOps AWS Tuning Infrastructure 209

Dynatrace

FEBRUARY 4, 2025

Whether it means jumping between multiple windows, sifting through extensive logs to track down bugs, trying to reproduce locally, or requesting additional redeployments from DevOps, debugging poses significant challenges and a resource drain. The problem intensifies when bugs occur mysteriously only in production.

Open Source 223

Open Source Code Engineering Best Practices 223

Dynatrace

JANUARY 15, 2025

Site Reliability Guardian provides an automated change impact analysis to validate service availability, performance, and capacity objectives across various systems. Leveraging code-level insights and transaction analysis, Dynatrace Runtime Application Protection automatically detects attacks on applications in your environment.

Systems 264

Systems DevOps Analytics Monitoring 264

Dynatrace

OCTOBER 31, 2024

This lets you build your SLOs around the indicators that matter to you and your customers—critical metrics related to availability, failure rates, request response times, or select logs and business events. While the SLO management web UI and API are already available, the dashboard tile will be released within the next weeks.

Metrics 277

Metrics Availability Monitoring Scalability 277

DZone

JANUARY 2, 2025

As enterprises expand their software development practices and scale their DevOps pipelines, effective management of continuous integration (CI) and continuous deployment (CD) processes becomes increasingly important. GitHub, as one of the most widely used source control platforms, plays a central role in modern development workflows.

Scalability 130

Scalability DevOps Code Availability 130

Dynatrace

SEPTEMBER 21, 2023

As organizations become cloud-native and their environments more complex, DevOps teams are adapting to new challenges. Today, the platform engineer role is gaining speed as the newest byproduct of scaling DevOps in the emerging but complex cloud-native world. What is this new discipline, and is it a game-changer or just hype?

Games 278

Games Engineering DevOps Education 278

Dynatrace

NOVEMBER 7, 2023

A Kubernetes-centric Internal Development Platform (IDP) enables platform engineering teams to provide self-service capabilities and features to their DevSecOps teams who need resilient, available, and secure infrastructure to build and deploy business-critical customer applications.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Dynatrace

JUNE 2, 2022

SRE is becoming an essential discipline in organizations that use DevOps (the combination of development and operations) and agile methodologies. The report uncovers six site reliability engineering trends that will help organizations get the most from DevOps practices. SRE adoption is growing, yet gaps remain.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

DZone

NOVEMBER 30, 2023

Site reliability engineering (SRE) is a discipline in which automated software systems are built to manage the development operations (DevOps) of a product or service. In other words, SRE automates the functions of an operations team via software systems.

DevOps 301

DevOps Engineering Software Software 301

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. SRE focuses on automation.

Engineering 264

Engineering DevOps Government Latency 264

Dynatrace

NOVEMBER 3, 2023

These components are specific, predefined resources, such as libraries and templates, that are made available to all developers using the platform. DevOps and the platform engineer role In the world of DevOps, the role of platform engineers is relatively new. To some extent, the two practices complement each other.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

DZone

FEBRUARY 15, 2023

Over the past years, the adoption of Agile and DevOps grew, and together with it, we have also observed the rise of DevSecOps. Such practice recommends shifting left security testing and remediation of security vulnerabilities as early as possible within the SDLC.

DevOps 312

DevOps Testing Tools Testing Engineering 312

Dynatrace

JULY 18, 2024

To keep up with current demands, DevOps and platform engineering teams need a solution that can fully embrace and understand complexity, delivering precise answers that enable the creation of trustworthy automation. The effectiveness of this automation relies on the quality of the underlying data.

Monitoring 278

Monitoring DevOps Infrastructure Games 278

Dynatrace

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. Predictive AI empowers site reliability engineers (SREs) and DevOps engineers to detect anomalies and irregular patterns in their systems long before they escalate into critical incidents. Proactive resource allocation.

Artificial Intelligence 279

Artificial Intelligence DevOps Analytics Engineering 279

Dynatrace

DECEMBER 27, 2022

SLOs enable DevOps teams to predict problems before they occur and especially before they affect customer experience. According to Google’s SRE handbook , best practices, there are “ Four Golden Signals ” we can convert into four SLOs for services: reliability, latency, availability, and saturation. Availability.

Software 306

Software Software Benchmarking Latency 306

Dynatrace

MAY 3, 2024

Without the ability to see the logs that are relevant to your service, infrastructure, or cloud function—at exactly the right time and in exactly the right format—your cloud or DevOps engineers lose the ability to find the root causes of the issues they troubleshoot. Now, you can set up your Firehose stream.

Cloud 279

Cloud Lambda AWS Analytics 279

Dynatrace

FEBRUARY 15, 2023

Powered by Grail and the Dynatrace AutomationEngine , Site Reliability Guardian helps DevOps platform teams make better-informed release decisions by utilizing all the contextual observability and application security insights of the Dynatrace platform. Workflow leveraging Site Reliability Guardian to make release decisions.

DevOps 246

DevOps Latency Traffic Best Practices 246

DZone

OCTOBER 25, 2023

If observability is not something new and there are a plethora of monitoring and observability tools available in the market, why bother about OpenTelemetry? And most importantly, what is in it for developers, DevOps, and SRE folks? What makes it special such that it is getting widely adopted?

DevOps 281

DevOps Metrics Monitoring Availability 281

Dynatrace

MARCH 6, 2024

As organizations look to expand DevOps maturity, improve operational efficiency, and increase developer velocity, they are embracing platform engineering as a key driver. The pair showed how to track factors including developer velocity, platform adoption, DevOps research and assessment metrics, security, and operational costs.

Engineering 264

Engineering Development DevOps Infrastructure 264

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. SRE applies DevOps principles to developing systems and software that help increase site reliability and performance. SRE focuses on automation.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

MAY 17, 2023

For example, it can help DevOps and platform engineering teams write code snippets by drawing on information from software libraries. It relies on the accuracy and quality of the publicly available information and input it draws from, which may be untrustworthy or biased.

Innovation 306

Innovation Software Software Artificial Intelligence 306