InfoQ Articles

JULY 22, 2024

The main objective of this article is to delve into the technical complexities and strategic adjustments undertaken by Trainline.

Digital 82

Digital 82

InfoQ Articles

JULY 2, 2024

In this article, Senior Engineering Manager and AWS Serverless Hero Sheen Brisals examines how the characteristics of serverless such as optimization, robust availability and scalability influence us to think in a new way of architecting and evolving modern applications as set pieces, a concept from moviemaking.

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85

InfoQ Articles

APRIL 8, 2024

InfoQ encourages software practitioners and domain experts to submit full-length technical educational articles. By InfoQ

Artificial Intelligence 89

Artificial Intelligence 89

InfoQ Articles

MARCH 14, 2024

This article represents the talk, which will start with an introduction to Lambda itself to outline the key concepts of the service and its fundamentals, which will facilitate a deep dive into the understanding of the system.

Cloud Computing 105

Cloud Computing 105

InfoQ Articles

JUNE 27, 2024

This article explores the key dimensions of Ownership and whether a Human is involved. Good interface design is a complex engineering challenge with many dimensions. By George Panagiotopoulos

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79

InfoQ Articles

MAY 21, 2024

This article describes an experiment that sought to determine if no-cost LLM-based code generation tools can improve developer productivity. The experiment evaluated several LLMs by generating unit tests for some open-source code and measuring the code coverage as well as the manual rework necessary to make the tests work.

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88

InfoQ Articles

MARCH 25, 2024

In this article Diwan shared how the Netflix membership team does distributed systems: the architecture bets, technology choices, and operational semantics that serve the needs of Netflix’s ever-growing member base. By Surabhi Diwan

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92

InfoQ Articles

APRIL 10, 2024

This article focuses on the increasing adoption of data-driven testing in Java enterprise applications and sheds light on the Data and NoSQL Jakarta specifications.

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100

InfoQ Articles

MARCH 6, 2024

This article shows the importance of monitoring service expenses, revising default settings, and understanding operational constraints, considering limitations like reduced flexibility and observability. The rising popularity of managed relational databases brings hidden costs and informed decisions are crucial for optimal use.

Monitoring 105

Monitoring 105

InfoQ Articles

JUNE 20, 2023

This article shares insights into learning eBPF as a new cloud-native technology which aims to improve Observability and Security workflows. You’ll learn how chaos engineering can help, and get an insight into eBPF based observability and security use cases.

Monitoring 117

Monitoring 117

InfoQ Articles

APRIL 30, 2024

In this article, we show what Git provides for account configuration, its limitations, and the solution to switch accounts automatically based on a project parent directory location. Git is a popular tool for version control in software development. It is not uncommon to use multiple Git accounts. By Artur Ampilogov

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InfoQ Articles

DECEMBER 13, 2023

This article covers some of those pitfalls, and provides guidance on how they can be avoided. Knowing about potential software architecture pitfalls can help teams by keeping them away from tempting paths that will not take them where they want to go. By Pierre Pureur, Kurt Bittner

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138

InfoQ Articles

JUNE 18, 2024

In this article, we will walk through creating a basic eBPF program in Rust. We will intentionally include a performance regression and then use profilers to locate and fix the bug. We will also create benchmarks and track them using a continuous benchmarking tool for CI. By Everett Pompeii

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110

InfoQ Articles

JANUARY 18, 2024

In this article, we address the most contentious and misinterpreted parts of the SemVer standard, i.e backward compatibility and breaking changes.

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90

InfoQ Articles

SEPTEMBER 26, 2022

In this article, we discuss some of the.NET Trends for 2022, divided into four stages of adoption. Every year, all InfoQ editors invite seasoned developers and practitioners from the industry to discuss the current trends in the entire software development landscape. By Arthur Casals, Jonathan Allen, Edin Kapi?,

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132

InfoQ Articles

MARCH 21, 2023

This article describes a framework for making architectural decisions using three building blocks: The company's own Technology Radar; Technology Standards; and Architecture Decision Records (ADRs). By Grygoriy Gonchar

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131

InfoQ Articles

NOVEMBER 15, 2022

This article shows why we must design, implement and operate our delivery pipelines (the means of turning ideas into products in the hands of users) as we would any other product or service: by adding a “product mindset’.

Product Management 141

Product Management Product Management Agile 141

InfoQ Articles

MARCH 18, 2024

This article will introduce you to zero-knowledge proofs, a kind of cryptography you can use to provide the proof you know a secret, such as a private key or the solution to a problem, without ever sharing it to an interested party. While many articles exist on the topic, this will not require any high math knowledge.

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68

InfoQ Articles

JANUARY 31, 2024

This article focuses on implementing data residency strategies for a positive stakeholder experience. It underscores the need to diversify data locations, driven by motivations like disaster recovery and geo-redundancy.

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92

InfoQ Articles

SEPTEMBER 21, 2023

This article calls out three collaboration anti-patterns that appeared in more than one organisation, some of the symptoms they cause and some thoughts on how to go about counteracting them.

Agile 127

Agile 127

InfoQ Articles

APRIL 2, 2024

In this article, author Ashley Davis discusses how to add a natural language interface to a chatbot application using OpenAI REST API. He also shows how to extend the chatbot by adding voice commands using MediaRecorder API and OpenAI's speech transcription API. By Ashley Davis

Artificial Intelligence 82

Artificial Intelligence 82

InfoQ Articles

APRIL 7, 2023

This article provides an overview of how the InfoQ editorial team sees the Software Architecture and Design topic evolving in 2023, with a focus on what architects are designing for today. By Thomas Betts, Blanca Garcia Gil, Daniel Bryant, Eran Stiller, Vasco Veloso, Tanmay Deshpande

Artificial Intelligence 145

Artificial Intelligence 145

InfoQ Articles

MAY 12, 2023

This article presents a guided approach to starting your next architecture modernization project with a Domain-Driven Discovery (DDD), illustrated with a medical supply company that is migrating its core systems to the cloud. Successful projects start with robust discovery.

Healthcare 133

Healthcare 133

InfoQ Articles

JULY 11, 2022

In this article, the author explains how to use Tensorflow.NET to build a neural network. TensorFlow is an open-source framework developed by Google scientists and engineers for numerical computing. TensorFlow.NET is a library that provides a.NET Standard binding for TensorFlow. By Robert Krzaczy?ski.

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InfoQ Articles

SEPTEMBER 15, 2023

Based on Domain-Driven Design (DDD) and the architecture principle of high cohesion and low coupling, this article introduces DDC including the technical and human benefits of aligning your cloud architecture to the bounded contexts in your business model. By Ryan Shriver, Chris Belyea

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140

InfoQ Articles

FEBRUARY 15, 2024

This article explores how generative AI affects fraud detection by reducing false positives and dynamically adapting to changing fraud patterns. This combination offers a potent preventive solution when integrated with machine learning. The efficacy and scalability of fraud prevention initiatives are enhanced by this innovative approach.

Innovation 96

Innovation Artificial Intelligence 96

InfoQ Articles

NOVEMBER 29, 2023

This article discusses the benefits of asynchronous collaboration and how to implement it on your team. While they can be valuable, if we reach for them as a default way of working, we inadvertently create a fragmented team calendar. This can be a drain on productivity, especially for knowledge workers who need time to focus on deep work.

Agile 96

Agile 96

InfoQ Articles

SEPTEMBER 1, 2022

In this article, we will learn about the main concepts of AWS Step Functions and apply those to build a workflow for a sample business process: Order Fulfillment. AWS Step Functions use a state machine to represent the workflow. A workflow consists of a set of tasks, each of which represents a discrete activity to be performed.

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137

InfoQ Articles

JANUARY 19, 2024

In this article, authors Numa Dhamani and Maggie Engler discuss how prompt engineering techniques can help use the large language models (LLMs) more effectively to achieve better results. Prompting techniques discussed include few-shot, chain-of-thought, self-consistency, and tree-of-thoughts prompting. By Numa Dhamani, Maggie Engler

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106

InfoQ Articles

JANUARY 12, 2024

In this article, we will discuss what problems we had to solve at Twilio to efficiently build a resilient and scalable asynchronous system to handle a complex workflow and the advantages we got from adopting a Workflow Orchestration solution, including abstracting away state management and out-of-the-box support for retries, observability, and audibility. (..)

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78

InfoQ Articles

MAY 10, 2023

In this article, we will review a few of its most compelling new features, including ranges, lambdas, range-based for loops, and move semantics, all by practising with a vector. C++ is an old but evolving language. It has been around for a long time, but has changed significantly, particularly since 2011. By Frances Buontempo

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97

InfoQ Articles

MAY 9, 2024

This insightful InfoQ article dispels the common myths surrounding Lambda Cold Starts, a widely discussed topic in the serverless computing community. As serverless architectures continue to gain popularity, misconceptions about Lambda Cold Starts have proliferated, often leading to confusion and misguided optimization strategies.

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72

InfoQ Articles

DECEMBER 1, 2022

This article reviews some of the most common live-user experiences with examples, discusses event-driven architectures to support real-time updates, and introduces common technology choices. By Matthew O’Riordan.

User Experience 137

User Experience 137

InfoQ Articles

DECEMBER 1, 2021

After shortly introducing design patterns at different level of abstractions, this article will present a few patterns specifically suited to serverless systems, including the Pipes and Filters pattern and show a POC implementation using AWS EventBridge. By Tridib Bolar.

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139

InfoQ Articles

JANUARY 10, 2023

This article looks at best practices for GitHub Actions in the enterprise. GitHub Actions is an effective CI tool. However, integrating it into enterprise organizations can be challenging. By Greg Jacobs.

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131

InfoQ Articles

FEBRUARY 29, 2024

This article provides advice on how can you help amplify the creative thinking skills of your software development colleagues. As an engineering manager, it is your responsibility to help facilitate creative thinking skills among the development team, but that's easier said than done.

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93

InfoQ Articles

MARCH 23, 2023

This article covers what data to monitor, which metrics to track, and how to best visualize the collected data. CI/CD pipelines are a vital addition to any workflow but they can be further improved by the selective addition of observability. By Craig Risi

Monitoring 106

Monitoring Visualization 106