DZone

JULY 3, 2022

This second blog will take a deeper dive into the Metrics, Logs, and Tracing exporters (which can be found at [link] ), describing them and showing how to configure them, Grafana, alerts, etc. All of the code for the workshop can also be found at the [link] repos (specifically in the observability directory).

Metrics 246

Metrics DevOps Database Code 246

Dynatrace

FEBRUARY 2, 2023

This is achieved, in part, by establishing actionable statistical accuracy —not necessarily precise accuracy —through practical levels of metric sampling, aggregation, and extrapolation. At the same time, deep payload inspection makes it easy to extract important business data locked in application payloads—without writing any code.

Analytics 206

Analytics Metrics DevOps Storage 206

All Things Distributed

APRIL 20, 2021

AWS is on a journey to revolutionize DevOps using the latest technologies. We are starting to treat DevOps, and the toolchains around it, as a data science problem – And when we think of it this way, code, logs, and application metrics are all data that we can optimize with machine learning (ML).

DevOps 218

DevOps AWS Metrics Technology 218

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Logs, metrics, and traces make up the bulk of all telemetry data. The data life cycle has multiple steps from start to finish.

Open Source 224

Open Source Metrics Cloud Transportation 224

Dynatrace

NOVEMBER 3, 2023

Other aspects of the discipline — such as infrastructure as code, automation, and standardization — reduce extraneous manual processes to increase developer productivity. Increased security Secure coding practices are built into internal developer platforms (IDPs) from their inception. Platform engineering cannot stand alone, however.

Engineering 217

Engineering DevOps Software Engineering Scalability 217

Dynatrace

FEBRUARY 21, 2024

Organizations can customize quality gate criteria to validate technical service-level objectives (SLOs) and business goals, ensuring early detection and resolution of code deficiencies. Automating quality gates is ideal, as it minimizes manually checking and validating key metrics throughout the SDLC.

Speed 212

Speed Software Software Latency 212

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. DevOps, SREs, developers… everyone will ask questions. When an incident occurs, developers need to know what data to look at, where the incident occurred, and other relevant metrics.

Development 267

Development DevOps Programming Cloud 267

Dynatrace

MARCH 29, 2024

As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency. Organizations are turning to AI to automate manual tasks and see immediate benefits in IT operations, cybersecurity, and application development or DevOps.

Artificial Intelligence 188

Artificial Intelligence DevOps Strategy Open Source 188

Dynatrace

FEBRUARY 28, 2024

This view seamlessly correlates crucial events across all affected components, eliminating the manual effort of sifting through various monitoring tools for infrastructure, process, or service metrics. By using JavaScript and DQL, these dashboards can help generate reports on the current DORA metrics.

DevOps 208

DevOps Metrics Engineering Analytics 208

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. That’s why good communication between SREs and DevOps teams is important. The following three metrics are commonly used to measure success: Service-level agreements (SLAs). Service-level objectives (SLOs). availability.

Best Practices 227

Best Practices DevOps Latency Metrics 227

Dynatrace

MARCH 20, 2024

Changes in application code or configurations can impact performance metrics, affecting user experience and application functionality. Conclusion Keptn empowers DevOps teams to conquer the Kubernetes deployment challenge confidently, ensuring smoother and more efficient deployments.

Open Source 272

Open Source Hardware DevOps Infrastructure 272

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. SLOs enable DevOps teams to predict problems before they occur and especially before they affect customer experience. The performance SLO needs a custom SLI metric, which you can configure as follows.

Software 269

Software Software Benchmarking Latency 269

Tasktop

JULY 1, 2021

While DevOps Research and Assessment (DORA) metrics help you deliver more quickly, Flow Metrics —as defined by Dr. Mik Kersten as part of his pioneering Value Stream Management paradigm the Flow Framework® —help you deliver the right things more quickly at the right quality and cost and with the necessary team engagement.

Metrics 59

Metrics DevOps Efficiency Software 59

Dynatrace

APRIL 21, 2022

Dynatrace Application Performance Management (APM) has long provided multiple options for database monitoring, including deep insights into code and statements, service level visibility, connection pool monitoring, and more. DevOps teams are challenged to rapidly identify the root cause of issues without support from database administrators.

Database 243

Database DevOps Analytics Servers 243

Dynatrace

MAY 17, 2023

To ensure high standards, it’s essential that your organization establish automated validations in an early phase of the software development process—ideally when code is written. These examples can help you define your starting point for establishing DevOps and SRE best practices in your organization.

DevOps 192

DevOps Traffic Latency Best Practices 192

Tasktop

JANUARY 5, 2022

Flow Metrics are a major pillar of how we measure improvement in value streams. . As organizations begin to adopt Flow Metrics , our natural tendencies emerge to massage the newfound visibility to make the metrics “look good”. Flow Metrics anti-pattern: Excluding part of the value stream. Chop up the value stream.

Metrics 98

Metrics Speed Analytics Azure 98

Dynatrace

NOVEMBER 14, 2023

DevOps practices have been established in the last decade to accomplish this goal and deal with the dynamics of modern, cloud-native software architectures. The Cloud Native Computing Foundation defines a Golden Path as a “templated composition of well-integrated code and capabilities for rapid project development.”

Government 199

Government Best Practices DevOps Engineering 199

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. Considering open source software (OSS) libraries now account for more than 70% of most applications’ code base, this threat is not going anywhere anytime soon. Consider, for example, the recent Log4Shell and Spring4Shell vulnerabilities.

Open Source 226

Open Source DevOps Java Innovation 226

Dynatrace

JULY 25, 2023

Davis CoPilot empowers users to effortlessly create queries, data dashboards, and data notebooks using natural language and provides coding suggestions for workflow automation, reflecting the unique attributes of each customer’s hybrid and multicloud ecosystem. Identify all user sessions that contain conversion metrics (using Smartscape).

Best Practices 237

Best Practices Analytics Metrics Code 237

Dynatrace

APRIL 11, 2023

For example, the open source Java library at the heart of the Log4Shell crisis in 2021 was patched within days given the pervasiveness of the code. How vulnerabilities are evaluated – platform module Learn the mechanism that Dynatrace Application Security uses to generate third-party vulnerabilities and code-level vulnerabilities.

Cloud 192

Cloud DevOps Open Source Retail 192

Dynatrace

AUGUST 16, 2023

SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. SLOs are pivotal for development, DevOps, and SRE teams because they provide a common language for discussing system reliability. To manage this crucial aspect, many companies adopt service level objectives (SLOs).

Monitoring 190

Monitoring DevOps Metrics Innovation 190

Dynatrace

FEBRUARY 10, 2023

How Mitchells & Butlers brought the business together with DevOps metrics from Dynatrace – blog Many organizations are undergoing a digital transformation. DevOps metrics and digital experience data are critical to this. Learn more. Here is what they reported.

Efficiency 281

Efficiency Performance Analytics DevOps 281

Dynatrace

NOVEMBER 22, 2021

Not just logs, metrics and traces. Its approach to serverless computing has transformed DevOps. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code. DevOps/DevSecOps with AWS. And how to to achieve observability?

AWS 232

AWS Lambda Artificial Intelligence Serverless 232

DZone

APRIL 16, 2021

Lines of code govern almost everything we do in our day-to-day activities. Introduction. Today, the demand for software is higher than ever. The way we buy, the way we sell, even the way we communicate. In 2019, according to Evans Data Corporation, there were 23.9 million developers worldwide.

Speed 278

Speed Software Software Metrics 278

Dynatrace

SEPTEMBER 8, 2022

Metrics, logs , and traces make up three vital prongs of modern observability. Together with metrics, three sources of data help IT pros identify the presence and causes of performance problems, user experience issues, and potential security threats. Most infrastructure and applications generate logs.

Systems 189

Systems Cloud Analytics DevOps 189

Dynatrace

JULY 30, 2021

Back in 2018, we taught those DevOps concepts and implemented unbreakable pipelines for cloud-native delivery projects. For easy access to all configuration files relevant for Dynatrace Cloud Automation, we start by setting an upstream git to our own GitHub, GitLab, Bitbucket, Azure DevOps, or any other git compliant version control system.

Cloud 214

Cloud DevOps Azure Virtualization 214

DZone

MARCH 13, 2023

Site reliability engineering (SRE) is the practice of applying software engineering expertise to DevOps and operations problems. Service level indicators (SLIs) are the key measurements and metrics to determine the availability of a system. Service level objectives (SLOs) are the goals set for the availability expected out of a system.

Software Engineering 130

Software Engineering DevOps Google Engineering 130

Dynatrace

NOVEMBER 28, 2022

For AWS Lambda, the largest contributor to startup latency is the time spent initializing an execution environment, which includes loading function code and initializing dependencies. With SnapStart enabled, function code is initialized once when a function version is published. What is Lambda? What is Lambda SnapStart?

Lambda 229

Lambda AWS Serverless Latency 229

Dynatrace

NOVEMBER 9, 2021

And for observability to be successful, it requires much more than just logs, metrics, and traces. We start with metrics, traces, and logs (that’s table stakes) but also provide context and enrichment through topology, behavior, code, metadata, and network, combined with data from application programming interfaces (API) and OpenTelemetry.

DevOps 223

DevOps Innovation Cloud Programming 223

Dynatrace

NOVEMBER 10, 2021

By combining DevOps with Security to enable DevSecOps , you can shift security checks left into the software development lifecycle (SDLC), allowing you to keep up pace and velocity without jeopardizing security. You can find further details in Dynatrace Documentation. If you want to learn more, reach out to us in the Dynatrace Community.

Serverless 218

Serverless DevOps Cloud Metrics 218

Dynatrace

AUGUST 26, 2020

Dynatrace automatically collects data not just from metrics, traces, and logs, but also user experience and code-level insights – all in context and mapped into a topology. All of this enables DevOps teams to spend more time on innovative, value-adding activities, as Davis continuously monitors for errors or system degradations.

Engineering 304

Engineering DevOps Innovation AWS 304

Dynatrace

JULY 13, 2021

With the increasing adoption of agile software development, DevOps , progressive continuous delivery, and Site Reliability Engineering (SRE) practices, many companies are aiming to deliver better software faster and more safely while keeping up with customer demands. . Accelerate DevOps and Scale SRE with Service Level Objectives (SLOs).

Cloud 243

Cloud DevOps Benchmarking Speed 243

Dynatrace

FEBRUARY 17, 2022

These are two values he shares with DevOps activist Andreas Grabner, who sat down with Hightower at Dynatrace Perform 2022 to talk about taming Kubernetes and the future of cloud-native technologies. If you’re going to have an SLO, you should have a story in mind of why you’re setting up all these alerts and collecting all these metrics.

Technology 215

Technology Technology Cloud Infrastructure 215

Tasktop

MAY 11, 2021

Oh, and it just so happens that one of our favourite events of the year takes place too, providing the perfect opportunity for the DevOps community to come together: The virtual DevOps Enterprise Summit, Europe (18-20 May 2021). . OKRs & DevOps: From Micromanagement Misery to Finding Flow. Tasktop at DOES Europe 2021.

Virtualization 52

Virtualization DevOps Metrics Software 52

Dynatrace

FEBRUARY 2, 2022

This demand creates an increasing need for DevOps teams to maintain the performance and reliability of critical business applications. As such, it’s important when creating your SLOs to avoid these common mistakes that can cause more headaches for your DevOps teams. Dynatrace news. Today, online services require near 100% uptime.

DevOps 201

DevOps Metrics Best Practices Latency 201

Dynatrace

JULY 16, 2021

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 and operational decisions. GitOps: Cloud automation as code. Expand to more use cases.

DevOps 245

DevOps Open Source Cloud Azure 245

Dynatrace

SEPTEMBER 29, 2021

This blog continues with more examples of Dynatrace’s Monitoring as Code (Monaco) and Service Level Objectives (SLOs) release validation using Dynatrace SaaS Cloud Automation. Example #3 – Automate Monitoring configuration as code. Below is a picture illustrating the use case of using Monaco as part of a code delivery pipeline.

Software 206

Software Software Open Source DevOps 206