DZone

NOVEMBER 9, 2021

If you start catching bugs early, it will save you tons of time fixing them later.nn> Design reviewnnIt’s a very powerful tool when used in a good way. I really like what one of the smartest people with whom I worked said: “A good design is a design where you can see the code”. You may think that you know how the system works.

Software 245

Software Software Code Energy 245

Dynatrace

JUNE 6, 2023

Thair elaborated on the concept of “designing for operations” with a car analogy. That’s not good design for Ops,” he said. From the foundational Dynatrace platform to today, “We’ve gone from systems thinking to holistic thinking.” One of the main roadblocks that arises with a broader definition for DevOps is responsibility.

DevOps 163

DevOps Engineering Innovation Best Practices 163

O'Reilly

APRIL 9, 2024

Integration tests (tests of multiple modules) and acceptance tests (tests of entire systems) are more difficult. Security is yet another issue: is an AI system able to red-team an application? At the first two companies I worked at, QA and testing were definitely not high-prestige jobs. I can talk about level design.

Games 77

Games Programming Testing Code 77

Dynatrace

JUNE 14, 2023

“The historical definition of observability is transforming,” Clayton said. This digital transformation journey requires AI-powered answers and intelligent automation that legacy systems can’t deliver. 2023: The “Year of the Partner” The event started strong with some words from Ken Clayton, SVP, Channels, Dynatrace.

Programming 182

Programming Analytics Innovation Best Practices 182

Particular Software

JUNE 28, 2021

Each RESTful endpoint is that developer’s definition of what REST means, which is different from what every other developer thinks REST means. From Udi Dahan's free Distributed Systems Design Fundamentals video course Semantic interoperability The true challenge of non-homogenous networks lies in semantic interoperability.

Network 98

Network Java Google Design 98

High Scalability

JULY 18, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here !

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

MAY 4, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here !

Education 100

Education DevOps Infrastructure Scalability 100

Percona

JULY 25, 2023

So, given a table_id, how do you get the table schema/definition? After the “data dictionary” (DD) engine and DD cache are initialized on a server, the Storage Engines can ask for a table definition. Old design (until Percona XtraBackup 8.0.33-27): New design (from Percona XtraBackup 8.0.33-28) ibd > t1.sdi

Cache 83

Cache Benchmarking Servers Design 83

High Scalability

JUNE 10, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here !

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

FEBRUARY 1, 2022

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! Who's Hiring?

Education 100

Education DevOps Infrastructure Scalability 100

Dynatrace

NOVEMBER 14, 2023

We’ll see lots of different types of impact versus one definitive impact [from generative AI],” she said. A key component of a proactive SRE model involves the implementation of end-to-end monitoring, including on systems that are not directly owned by the SRE team’s organization.

Best Practices 193

Best Practices Engineering DevOps Software Engineering 193

High Scalability

DECEMBER 9, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! Who's Hiring?

Education 100

Education DevOps Infrastructure Scalability 100

Dynatrace

APRIL 10, 2023

But “the benefits are definitely worth the effort, provided you do it in a strategic way,” Bollampally said. Such testing is critical to identifying customer shopping patterns that inform decisions about application design and user experience. But it also introduces processing overhead that can drag down performance.

Cloud 173

Cloud Ecommerce Performance Retail 173

Strategic Tech

DECEMBER 20, 2020

Team Topologies has significantly advanced the discussion on organisation design for technology companies. We need a model that describes the different elements of a system that a team could own. I’m not precious about any of the definition used in this article.

Architecture 98

Architecture Design Technology Technology 98

High Scalability

OCTOBER 27, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

AUGUST 24, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

Wynter is looking for system administrators, engineers, and developers to join its research panel. If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! Who's Hiring?

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JULY 15, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 29, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 8, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

MARCH 18, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

MARCH 18, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

MAY 18, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Scalability Infrastructure 100

The Netflix TechBlog

FEBRUARY 10, 2021

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

Design 230

Design Systems Engineering Entertainment 230

High Scalability

APRIL 7, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

MARCH 18, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! has hours of system design content. They also do live system design discussions every week.

Education 100

Education DevOps AWS Scalability 100

The Morning Paper

NOVEMBER 12, 2019

Scaling symbolic evaluation for automated verification of systems code with Serval Nelson et al., Serval is a framework for developing automated verifiers of systems software. Just think of it like a stricter version of designing your software in such a way that it is easily testable). SOSP’19.

Code 45

Code Systems Programming Google 45

The Netflix TechBlog

FEBRUARY 3, 2021

Instead, the schema gets generated at runtime based on definitions in code. At Netflix we strongly prefer schema-first development because: The schema design is front and center of the developer experience. graphql-java is most popular for implementing schema-first GraphQL APIs in Java, but is designed to be a low level library.

Open Source 246

Open Source Java Architecture Metrics 246

The Netflix TechBlog

OCTOBER 7, 2021

As we invested in systems to enable this vision, it led to increased development velocity, which arguably led to better development practices and quality of the applications. The new version may include a user facing feature which is designed to be A/B tested and resides behind a feature flag.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

SEPTEMBER 28, 2021

As we look at today’s applications, microservices, and DevOps teams, we see leaders are tasked with supporting complex distributed applications using new technologies spread across systems in multiple locations. For most systems, an optimum MTTR could be less than one hour while others have an MTTR of less than one day.

DevOps 202

DevOps Metrics Traffic Efficiency 202

CSS - Tricks

FEBRUARY 10, 2020

These things have real implications, like kicking off z-index contexts, clearing floats, and hiding overflow, so they definitely fall into the "know what you are doing" territory.

Design 117

Design Performance Code Systems 117

Alex Russell

JANUARY 5, 2022

What has perhaps earned proponents of JSON-files-that-point-to-JPGs less scorn, however, are attempts to affiliate their technologies with the web when, in fact, the two are technically unrelated by design. "web3" tech can't be an evolution of the web because it was designed to stand apart. What is the web proper?

Blockchain 111

Blockchain Media Transportation Internet 111

Dynatrace

NOVEMBER 8, 2021

Organizations use APM to ensure system availability, optimize service performance and response times, and improve user experiences. G2 Research includes a clear definition of APM in its Grid Report for Application Performance Monitoring for Spring 2021. The Dynatrace approach: APM and beyond.

Artificial Intelligence 233

Artificial Intelligence Monitoring Infrastructure Cloud 233

O'Reilly

JULY 11, 2023

Some of that time is spent in pointless meetings, but much of “the rest of the job” is understanding the user’s needs, designing, testing, debugging, reviewing code, finding out what the user really needs (that they didn’t tell you the first time), refining the design, building an effective user interface, auditing for security, and so on.

Programming 99

Programming Code Design Software 99

The Morning Paper

FEBRUARY 2, 2020

In 1931 Gödel’s Incompleteness Theorem shattered the dream, showing that for any consistent axiomatic system there will always be theorems that cannot be proven within the system. To show that a machine learning model is fair, you need information from outside of the system. These are both utility based definitions.

Metrics 109

Metrics Government Best Practices Design 109

The Netflix TechBlog

MARCH 22, 2021

Focusing on impact Like many teams at Netflix, we are full-cycle developers , responsible for everything from design to ongoing development. In the past, the approach was to develop singular tools to manage configuration for each backend system. The service itself is built on top of The DGS framework , Kotlin, and React.

Engineering 163

Engineering Innovation Strategy Java 163