CIO

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A

Airlines 204

Airlines LAN Generative AI Travel 204

CIO

FEBRUARY 11, 2025

The built-in elasticity in serverless computing architecture makes it particularly appealing for unpredictable workloads and amplifies developers productivity by letting developers focus on writing code and optimizing application design industry benchmarks , providing additional justification for this hypothesis. Architecture complexity.

Serverless 155

Serverless Architecture Microservices Scalability 155

Perficient

NOVEMBER 26, 2024

Understanding Unit Testing Unit testing is a crucial aspect of software development, especially in complex applications like Android apps. It involves testing individual units of code, such as methods or classes, in isolation. Why Unit Testing in MVVM? View: Responsible for the UI and user interactions.

Testing 80

Testing Software Review Authentication Analysis 80

CIO

APRIL 29, 2025

By deploying AI-powered code analysis, we systematically identified deteriorating modules exhibiting code smells, duplication patterns, excessive dependencies, and architectural brittleness enabling precise prioritization of refactoring efforts. Manual remediation would have been prohibitively resource-intensive. Enhanced linting.

Technical Review 180

Technical Review Weak Development Team Software Review Systems Review 180

CIO

MAY 6, 2025

In this model, organizations are investing in creating architectures for intelligent choices and using technology to augment people, not automate tasks, transforming the entire value chain, he says. Moreover, organizations can leverage generative AI to help evolve their design thinking, prototyping, piloting, and testing practices.

CTO Coach 197

CTO Coach Software Review Generative AI Technical Review 197

CIO

APRIL 30, 2025

Cloud architects are responsible for managing the cloud computing architecture in an organization, especially as cloud technologies grow increasingly complex. At organizations that have already completed their cloud adoption, cloud architects help maintain, oversee, troubleshoot, and optimize cloud architecture over time.

Cloud 163

Cloud AWS Azure Disaster Recovery 163

Hacker Earth Developers Blog

APRIL 16, 2025

It is important for us to rethink our role as developers and focus on architecture and system design rather than simply on typing code. Teams have been able to test new ideas and validate concepts much faster. AI-generated code can sometimes be verbose or lack the architectural discipline required for complex systems.

Software 130

Software Architecture System Design System Architecture 130

CIO

DECEMBER 30, 2024

The company says it can achieve PhD-level performance in challenging benchmark tests in physics, chemistry, and biology. He expects the same to happen in all areas of software development, starting with user requirements research through project management and all the way to testing and quality assurance.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

APRIL 15, 2025

However, as companies expand their operations and adopt multi-cloud architectures, they are faced with an invisible but powerful challenge: Data gravity. Instead of fighting against data gravity, organizations should design architectures that leverage their strengths while mitigating their risks. He acts as CTO at Tech Advisory.

Strategy 164

Strategy Cloud Data Technical Review 164

CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. The result was a compromised availability architecture. On average, financial services clients weve worked with on cloud migration have had cloud bills 2-3 times the original expectations.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

DECEMBER 2, 2024

Suboptimal integration strategies are partly to blame, and on top of this, companies often don’t have security architecture that can handle both people and AI agents working on IT systems. Don’t get bogged down in testing multiple solutions that never see the light of day. Also, beware the proof-of-concept trap.

How To 205

How To Budget Metrics Innovation 205

CIO

NOVEMBER 7, 2024

The future of leadership is architecturally driven As the demands of technology continue to reshape the business landscape, organizations must rethink their approach to leadership. The future of leadership is agile, adaptable and architecturally driven.

Fractional CTO 179

Fractional CTO Enterprise Leadership Weak Development Team 179

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

MARCH 20, 2025

Code Harbor automates current-state assessment, code transformation and optimization, as well as code testing and validation by relying on task-specific, finely tuned AI agents. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

JANUARY 30, 2025

Unlike traditional masking methods, their solution ensures that the data remains usable for testing, analytics, and development without exposing the actual values. These capabilities rely on distributed architectures designed to handle diverse data streams efficiently.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

Perficient

NOVEMBER 3, 2024

In this post, we’ll delve deeper into the world of test automation by integrating Selenium with PyTest, a popular testing framework in Python. PyTest makes it easier to write simple and scalable test cases, which is crucial for maintaining a robust test suite. What is PyTest? Why Use PyTest with Selenium?

Testing 52

Testing Scalability Architecture Software Review 52

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users. The AWS CDK. Docker or Colima.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 120

Generative AI Technical Review Software Review Systems Review 120

CIO

OCTOBER 24, 2024

75% of firms that build aspirational agentic AI architectures on their own will fail. The challenge is that these architectures are convoluted, requiring diverse and multiple models, sophisticated retrieval-augmented generation stacks, advanced data architectures, and niche expertise,” they said. “The

Company 191

Company Software Review Technical Review Generative AI 191

Xebia

APRIL 15, 2025

This can lead to feelings of being overwhelmed, especially when confronted with complex project architectures. While much of the tooling can be easily learned online, the real difficulty lies in understanding the coding style, architectural decisions, business logic, tests, and libraries used in the project.

Architecture 130

Architecture Study Strategy Course 130

Martin Fowler

SEPTEMBER 5, 2024

Kiran Prakash explains how to do this , starting with simple tests for key architectural characteristics and moving on to leveraging metadata and Large Language Models. Since data products serve as the foundational building blocks of a data strategy, ensuring robust governance around them significantly increases the chances of success.

Government 267

Government Artificial Inteligence Data Architecture 267

CIO

MARCH 18, 2025

A recent case demonstrates how these evolving threats are testing the resilience of organizations. Dynamic attack patterns : Attacks were launched in waves to test the response times of defenses. Organizations that do not continuously adapt their IT security strategy risk becoming victims of targeted attacks.

Report 142

Report Company Infrastructure Network 142

Xebia

APRIL 1, 2025

Even worse with all the vibe coding stories, we see engineers that are not even testing their code before pushing it to production. Note that this can be achieved in multiple ways, for example with unit, regression, or integration testing. This can lead to impact in other places in the codebase that can introduce new bugs.

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

CIO

APRIL 2, 2025

But, as of January 28, the companys stock price was over $400, an all-time high, helped by a perfect score on an industry test for ransomware detection. And also by improvements to its quality control processes as CrowdStrike added a check for that particular problem after the outage, as well as other tests, deployment layers, and checks.

Software Review 175

Software Review Security Systems Review Development Team Review 175

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). On top of that, a single bug in the software could take down an entire system. environment: env.id

Software Development 130

Software Development Software Cloud Development 130

CIO

NOVEMBER 7, 2024

Phase one involved organizing, establishing the foundational framework, convening the Responsible AI Steering Committee, understanding model limitations, building third-party partnerships, and setting up our internal instance while assessing our tech architecture. We are also testing it with engineering.

Artificial Inteligence 180

Artificial Inteligence Development Generative AI Artificial Intelligence 180

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek-R1 distilled variations From the foundation of DeepSeek-R1, DeepSeek AI has created a series of distilled models based on both Metas Llama and Qwen architectures, ranging from 1.570 billion parameters. Adjust the inference parameters as needed and write your test prompt. Watch this video demo for a step-by-step guide.

Generative AI 132

Generative AI Artificial Inteligence AWS Serverless 132

CIO

APRIL 22, 2025

What is of equal importance is building an organizational architecture that has resources trained on emerging technologies and skills. AI remains the most in-demand skill; however, IT operations, cloud architecture, data management and software development are also critical.

Technical Review 159

Technical Review Leadership Technology Sustainability 159

CIO

JANUARY 8, 2025

Ajith Chandrasekharan serves as the Director of Enterprise Architecture at Keurig Dr Pepper focused on developing and maintaining the enterprise architecture roadmap and plays a crucial role in aligning the IT strategy to the business objectives. This article was made possible by our partnership with the IASA Chief Architect Forum.

Culture 167

Culture Innovation Technical Review Leadership 167

The Crazy Programmer

MARCH 16, 2021

Used by some of the most prominent market players like Netflix, Reddit, LinkedIn, PayPal, Amazon and more, there is no doubt that Node JS is a premier web application architecture. No Adequate Testing. NodeJS development is only complete when it has been tested for results and performance.

Development 363

Development Web Development Testing Programming 363

CIO

FEBRUARY 4, 2025

They were new products, interfaces, and architectures to do the same thing we always did. A new generation of digital-first companies emerged that reimagined operations, enterprise architecture, and work for what was becoming a digital-first world. And its testing us all over again. Twitch reimagined gaming.

Business Transformation 216

Business Transformation Artificial Inteligence Enterprise Artificial Intelligence 216

CIO

MARCH 26, 2025

For example, a business that depends on the SAP platform could move older, on-prem SAP applications to modern HANA-based Cloud ERP and migrate other integrated applications to SAP RISE (a platform that provides access to most core AI-enabled SAP solutions via a fully managed cloud hosting architecture).

Backup 181

Backup Weak Development Team Applications System 181

CIO

NOVEMBER 21, 2024

Now, he focuses on strategic business technology strategy through architectural excellence. The CAF’s purpose is to test, challenge and support the art and science of Business Technology Architecture and its evolution over time as well as grow the influence and leadership of chief architects both inside and outside the profession.

Strategy 183

Strategy Technical Advisors Agile Culture 183

Martin Fowler

OCTOBER 20, 2022

Pretty much all the practitioners I favor in Software Architecture are deeply suspicious of any kind of general law in the field. Good software architecture is very context-specific, analyzing trade-offs that resolve differently across a wide range of environments. We often see how inattention to the law can twist system architectures.

Technical Advisors 291

Technical Advisors Software Review Architecture Journal 291

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. The following diagram provides a detailed view of the architecture to enhance email support using generative AI. On the WorkMail console, navigate to the organization gaesas-stk-org-.

Knowledge Base 110

Knowledge Base Generative AI Technical Review Lambda 110

TechCrunch

JANUARY 19, 2022

The funds will be used to build Parallel System’s second-generation vehicle and launch an advanced testing program that will help the startup figure out how to integrate its vehicles into real-world operations, according to co-founder and CEO Matt Soule. The company, which has raised $53.15 million to date, including a $3.6 In the U.S.,

Engineering 305

Engineering Transportation Technical Review Systems Review 305