Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. To bring these practices to life within an organization at scale, the discipline of platform engineering has gained popularity.

Government 193

Government Best Practices DevOps Engineering 193

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news.

Serverless 236

Serverless Azure Monitoring Lambda 236

Dynatrace

MARCH 3, 2020

This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. PayPal, a popular online payment systems organization, implemented a full performance as a self-service model for developers to get their code performance tests.

Performance 242

Performance Education Innovation Software Architecture 242

Dynatrace

DECEMBER 8, 2021

In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.” ” A monolithic software application has a few properties that are important to understand.

Cloud 226

Cloud Serverless Hardware Operating System 226

O'Reilly

SEPTEMBER 12, 2023

A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. That statement nicely summarizes what makes software development difficult. Anyone who works in programming has seen the source code for some project evolve from something short, sweet, and clean to a seething mass of bits. Controlling complexity is.”

Software 122

Software Software Development Programming 122

Dynatrace

DECEMBER 23, 2020

Especially in dynamic microservices architectures, distributed tracing is essential to monitor, debug, and optimize distributed software architecture, such as microservices. Debug systems, isolate bottlenecks, and resolve code-level performance issues. How does distributed tracing work?

Infrastructure 205

Infrastructure Cloud Monitoring Metrics 205

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news.

Serverless 141

Serverless Azure Monitoring Lambda 141

Percona

MARCH 21, 2023

Tenants Multi-tenancy is a software architecture pattern where a single instance of a software application serves multiple tenants, allowing them to share resources like storage, processing power, and memory while maintaining separate, secure access to their respective data.

Serverless 125

Serverless Software Architecture Virtualization Database 125

DZone

NOVEMBER 9, 2021

It sits at the very beginning of the process before the code is written and can save an immense amount of time down the road (of somebody spending tons of time just to get to a dead-end). 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”. Important note.

Software 245

Software Software Code Energy 245

Dynatrace

APRIL 19, 2023

Consider Log4Shell, a software vulnerability in Apache Log4j 2 , a popular Java library. Log4j is a ubiquitous software code in various consumer-facing products and services. The underlying software architecture that supports all this data must be secure, as well.

Design 191

Design Storage Programming Analytics 191

Dynatrace

DECEMBER 23, 2020

Especially in dynamic microservices architectures, distributed tracing is essential to monitor, debug, and optimize distributed software architecture, such as microservices. Debug systems, isolate bottlenecks, and resolve code-level performance issues. How does distributed tracing work?

Infrastructure 146

Infrastructure Cloud Monitoring Metrics 146

Dynatrace

MAY 23, 2022

Data supports this shift from monolithic architecture to microservices approaches. IDC predicted, by 2022, 90% of all applications will feature microservices architectures that improve the ability to design, debug, update, and use third-party code. What is monolithic architecture? Less code and stack lock-in.

Architecture 195

Architecture DevOps Monitoring Programming 195

Strategic Tech

JULY 21, 2020

Architecture modernisation tools and techniques for each phase (these lists are not exhaustive) Business Strategy Alignment Software architecture is the significant technical decisions that have business consequences. This means a software architecture should be purposely designed for the most favourable business consequences.

Architecture 98

Architecture Design Software Architecture Strategy 98

Tech News Gather

MARCH 30, 2022

The three main front-end coding languages are HTML, CSS, and JavaScript, wherein a large number of frameworks are based on JavaScript. The code written by back-end developers is what communicates the database information to the browser. It means everything that end-users visually see first in their browser or application.

Technology 96

Technology Technology C++ Java 96

O'Reilly

AUGUST 9, 2022

GitHub Copilot (based on a model named Codex , which is derived from GPT-3) generates code in a number of programming languages, based on comments that the user writes. Going in the other direction, GPT-3 has proven to be surprisingly good at explaining code. But it’s obvious where this is trending. But I don’t know if that’s true.

Programming 105

Programming Java C++ Design 105

Software Architecture

APRIL 8, 2018

Kotlin’s type system eliminates the danger of null references from code. String Templates Strings may contain template expressions i.e. code that is evaluated and its result is concatenated into the string. No need to bloat your code with explicitly written getters and setters as in Java.

Java 100

Java Lambda Software Architecture Programming 100

O'Reilly

OCTOBER 31, 2023

We have seen some simplifications built on top of Kubernetes: K3S is one; Harpoon is a no-code drag-and-drop tool for managing Kubernetes. We’ve long thought that a simpler alternative to Kubernetes would arrive. We haven’t seen it. And all the major cloud providers offer “managed Kubernetes” services that take care of Kubernetes for you.

Open Source 81

Open Source Google Software Architecture Technology 81

Dynatrace

DECEMBER 16, 2019

NoOps: Reaching zero-incident prod through auto-remediation-as-code. Cloud-native software architectures provide the ability for deployment options , like Blue/Green, Canary, Dark Launches, and Feature Flagging – and make them easier. Key learning 6: NoOps: Reaching zero-incident prod through auto-remediation-as-code.

DevOps 103

DevOps Software Software Best Practices 103

Strategic Tech

JULY 29, 2021

If you would like to learn or practice how to break up a large business into domains and use them as the foundation for your software architecture and team organization, I have created a strategic domain-driven design kata that you may find useful. Design review is basically a code review but for architecture.

Design 52

Design Software Architecture Architecture Strategy 52

O'Reilly

FEBRUARY 2, 2020

First, the behavior of an AI application depends on a model , which is built from source code and training data. A model isn’t source code, and it isn’t data; it’s an artifact built from the two. This means that, to have a history of how an application was developed, you have to look at more than the source code.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

ScaleOut Software

NOVEMBER 24, 2020

A new software architecture for streaming analytics based on the concept of real-time digital twins can address these challenges and add significant capabilities to telematics systems. This new, object-oriented software technique provides a memory-based orchestration framework for tracking and analyzing telemetry from each data source.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

ScaleOut Software

AUGUST 18, 2018

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. We can leverage its data and code encapsulation to transparently migrate low-level event handling functionality to the edge – where the devices live.

IoT 45

IoT Ecommerce Analytics Latency 45

ScaleOut Software

AUGUST 18, 2018

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. We can leverage its data and code encapsulation to transparently migrate low-level event handling functionality to the edge – where the devices live.

IoT 40

IoT Ecommerce Analytics Latency 40

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. The same mindset should also be applied to architecture; involve the whole team and challenge the small details.

Software Engineering 80

Software Engineering Design Engineering Software 80

Strategic Tech

SEPTEMBER 30, 2020

I’ve heard the opinion from many technical leaders that it is reasonable to expect a new hire to take upto 6 months to learn about the code, the domain, and the architecture before they become fully productive. I believe that self-documenting architecture would dramatically reduce one of the big costs in software development.

Architecture 75

Architecture Design Programming Software 75

Tasktop

DECEMBER 18, 2019

And that data is starting to substantiate the empirical significance of the five ideals: First Ideal — Locality and Simplicity : The most common Flow Velocity bottleneck that we have observed to date has been a misalignment between software architecture and product value streams. Neither is Risk work (eg., Security).

Software Architecture 45

Software Architecture Architecture Metrics Software 45

O'Reilly

NOVEMBER 12, 2019

Writing code for one vendor platform does not make it portable or simple to move elsewhere. That respondents are paying close attention to serverless reflects a software architecture “best practice:” the need to understand every approach, even those that don’t apply. The second biggest challenge was “vendor lock-in.”

Serverless 88

Serverless Architecture FinTech Infrastructure 88

O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Trends in software architecture, infrastructure, and operations.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

Strategic Tech

JUNE 28, 2022

But without investment in strong technical practices that keep code healthy and evolvable, you will never be able to go fast, regardless of how teams are organized. Teams need to be able to build and deploy software very easily. If you want to go fast, you need a codebase that can be easily modified.

Processing 52

Processing Architecture Strategy Infrastructure 52

cdemi

DECEMBER 16, 2017

million on this mission and have the probe crash into the Martian atmosphere because two teams of software engineers, who both wrote great code, did not communicate together and did not follow specifications. What a blow to space exploration it was to have spent $327.6 Rocket science is hard, but communication is harder.

Software 73

Software Software Programming Software Engineering 73

The Netflix TechBlog

DECEMBER 3, 2019

A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like The steps can be arbitrary Python code. like they would do in a Jupyter notebook.

Open Source 232

Open Source AWS Infrastructure Energy 232

Strategic Tech

SEPTEMBER 18, 2021

In companies with many teams and many millions of lines of code, including a lot of legacy, there are endless things that can be improved in the product, software, and organization. You don’t have to call it a “DDD Exemplar” in your organization, you’re welcome to use any name you prefer. Why Thing Get Stuck After Discovery?

Strategy 97

Strategy Technology Technology Design 97

O'Reilly Software

OCTOBER 23, 2018

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." The architect is hopefully not concerned with low-level details of the code itself inside one system but is more focused on where data center boundaries are crossed, where system component boundaries are crossed.

Strategy 100

Strategy Architecture Technology Technology 100

cdemi

FEBRUARY 20, 2017

On these Serverless Clouds, developers can deploy their code and configure it to run continuously, on a triggered event or via a Web API. Cloud Computing has been disruptive these past few years and the emergence of Serverless is just another example of why Cloud Computing is the future. On Public Clouds: Microsoft: Azure Functions.

Serverless 64

Serverless Architecture Lambda Azure 64

O'Reilly

OCTOBER 19, 2021

All ML projects are software projects. If you peek under the hood of an ML-powered application, these days you will often find a repository of Python code. If you ask an engineer to show how they operate the application in production, they will likely show containers and operational dashboards—not unlike any other software service.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

Smashing Magazine

NOVEMBER 22, 2021

And once the teams started working off of the knowledge, it meant organizing performance-focused design and code reviews, training and education, plus providing tools and assets to support these ongoing efforts. In addition, this significantly reduced the amount of JavaScript code that needs to be downloaded by the browser.

Website 126

Website Performance Google Media 126

The Netflix TechBlog

DECEMBER 3, 2019

A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like The steps can be arbitrary Python code. like they would do in a Jupyter notebook.

Open Source 134

Open Source AWS Infrastructure Energy 134