Martin Fowler

JANUARY 28, 2021

When people think of code reviews, they usually think in terms of an explicit step in a development team's workflow. One of the most pervasive perspectives in software is the notion that it's something we build and complete - hence the endless metaphor of building construction and architecture.

Software Review 198

Software Review Weak Development Team Architecture Guidelines 198

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

Xebia

SEPTEMBER 14, 2021

Should the team not be able to make all of these architectural decisions by themselves? Using common software, functionalities can be purchased and integrated with the click of a button and the availability of a credit card. Organizing architecture guided by two perspectives. As a starter, we see architecture as a function.

Architecture 130

Architecture Organization Technical Review Software Review 130

Xebia

AUGUST 3, 2021

Should the team not be able to make all of these architectural decisions by themselves? Using common software, functionalities can be purchased and integrated with the click of a button and the availability of a credit card. Organizing architecture guided by two perspectives. As a starter, we see architecture as a function.

Architecture 130

Architecture Organization Technical Review Software Review 130

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal needed a solution that could be rapidly deployed without extensive custom coding. As a leader in financial services, Principal wanted to make sure all data and responses adhered to strict risk management and responsible AI guidelines. It also wanted a flexible platform that it could own and customize for the long term.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we seek to address this growing need by offering clear, actionable guidelines and best practices on when to use each approach, helping you make informed decisions that align with your unique requirements and objectives. On the Review and create page, review the settings and choose Create Knowledge Base.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. This will help accelerate deployments, reduce errors, and ensure adherence to security guidelines.

Software Review 138

Software Review Infrastructure Lambda Generative AI 138

OTS Solutions

JUNE 21, 2023

In this article, we will explore the importance of security and compliance in enterprise applications and offer guidelines, best practices, and key features to ensure their protection. Enterprise applications are software solutions created for large organizations to handle their business processes and workflows.

Compliance 246

Compliance Enterprise Applications Software Review 246

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers. 70B and 8B.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

Xebia

NOVEMBER 1, 2023

InnerSource can be defined as the application of open-source software development principles within an organization’s internal software development processes. It draws on the valuable lessons learned from open-source projects and adapts them to the context of how companies create software internally. What is InnerSource?

Open Source 162

Open Source Software Review Software Development Organization 162

CIO

OCTOBER 1, 2024

This necessitates continuous adaptation and innovation across various verticals, from data management and cybersecurity to software development and user experience design. Source code analysis tools Static application security testing (SAST) is one of the most widely used cybersecurity tools worldwide.

Security 194

Security Software Review Artificial Intelligence Artificial Inteligence 194

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature. Build trust with customers and stakeholders.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Perficient

FEBRUARY 11, 2025

Introduction Visual Studio Code (VS Code) has become a ubiquitous tool in the software development world, prized for its speed, versatility, and extensive customization options. At its heart, VS Code is a lightweight, open-source code editor that supports a vast ecosystem of extensions.

Software Review 52

Software Review Development Technical Review Windows 52

Luis Goncalves

AUGUST 21, 2019

And because of this more and more companies are using Outsourcing Software Development services to help them to reduce the time to market. Product Management and Software Development: The Big Clash. While product management and software development should go hand in hand, often, they end up on a clash.

Software Development 130

Software Development Weak Development Team Software Review Software 130

AWS Machine Learning - AI

AUGUST 22, 2024

Verisk’s Discovery Navigator product is a leading medical record review platform designed for property and casualty claims professionals, with applications to any industry that manages large volumes of medical records. This allows reviewers to access necessary information in minutes, compared to the hours spent doing this manually.

Generative AI 116

Generative AI Technical Review Software Review Systems Review 116

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. In this post, we present an LLM migration paradigm and architecture, including a continuous process of model evaluation, prompt generation using Amazon Bedrock, and data-aware optimization.

Artificial Inteligence 84

Artificial Inteligence Performance Data Generative AI 84

O'Reilly Media - Ideas

APRIL 25, 2023

At a glance, it’s clear that the prompts Xu Hao uses to generate working code are very long and complex. Writing these prompts requires significant expertise, both in the use of ChatGPT and in software development. First, note the overall strategy Xu Hao uses to write this code. His first prompt is very long.

ChatGPT 148

ChatGPT Programming Software Review Systems Review 148

CIO

SEPTEMBER 25, 2024

Agentic systems An agent is an AI model or software program capable of autonomous decisions or actions. Large context windows allow models to analyze long pieces of text or code, or provide more detailed answers. A human in the loop approach involves a person reviewing the AI outputs before they’re used.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Technical Review Software Review Microservices 98

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. This is achieved by writing Terraform code within an application-specific repository. The following diagram illustrates this architecture.

AWS 129

AWS Applications Lambda Knowledge Base 129

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Systems Review Software Review Technical Review 98

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance.

Insurance 104

Insurance AWS eCommerce Software Review 104

O'Reilly Media - Ideas

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. By 2012, Harvard Business Review published an article by Thomas Davenport and D.J. Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. Solid doesn't mean inflexible.

Architecture 98

Architecture Strategy Technical Review Development Team Review 98

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 87

Generative AI Artificial Inteligence Metrics AWS 87

Luis Goncalves

AUGUST 21, 2019

And because of this more and more companies are using Outsourcing Software Development services to help them to reduce the time to market. Product Management and Software Development: The Big Clash. While product management and software development should go hand in hand, often, they end up on a clash.

Software Development 50

Software Development Weak Development Team Software Review Software 50

Apiumhub

DECEMBER 27, 2023

In recent months, Apiumhub has hosted insightful sustainable software talks featuring two great speakers addressing the intersection of software engineering and environmental sustainability. Green Software Foundation’s Guidelines Freeman introduced the Software Carbon Intensity Guide developed by the Green Software Foundation.

Sustainability 100

Sustainability Software Review Software Artificial Inteligence 100

Apiumhub

FEBRUARY 13, 2023

On October 3rd and 4th, 2022, Apiumhub organized the Global Software Architecture Summit , an event that reunited over 460 professionals to learn about software architecture metrics. In addition to talks from industry experts, GSAS also featured hands-on workshops where speakers introduced a few topics for discussion.

Software Review 74

Software Review Software Company Technical Review 74

Openxcell

DECEMBER 9, 2020

Software Development Life Cycle – Overview. SDLC stands for Software Development Life Cycle. Software Development Life Cycle does so by delivering systems that move through each clearly defined phase within a scheduled time frame and cost estimate. Hence, the results are high-quality software as per customer expectations.

SDLC 94

SDLC Software Development Software Review Weak Development Team 94

AWS Machine Learning - AI

FEBRUARY 25, 2025

Troubleshooting infrastructure as code (IaC) errors often consumes valuable time and resources. This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting.

Lambda 64

Lambda Generative AI AWS Software Review 64

Perficient

MAY 19, 2023

In this last installment, we’ll discuss some of the Code Review Testing for digital accessibility and why it is a critical step toward building inclusive digital products. Code review plays a pivotal role in identifying coding errors and potential issues that may impact accessibility. What is Code Review?

Software Review 64

Software Review Technical Review Testing Guidelines 64

Algolia

MARCH 14, 2019

This is the fourth article in a seven-part series of blogs that describe our most recent changes to the architecture and content of our documentation. We focus here on CSS architecture and improving the way we deal with assets. We integrated it in a loose version of the ITCSS architecture. A composable approach.

Architecture 91

Architecture Scalability Guidelines Software Review 91

AWS Machine Learning - AI

MAY 2, 2025

This architecture demonstrates the significant advantages of deploying multiple specialized agents, each designed to handle distinct aspects of complex tasks such as financial analysis. Furthermore, the systems modular architecture facilitates seamless maintenance, updates, and scalability.

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CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is Is it necessary for a model that can also write a sonnet to write code for us?” Our theory is no.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

Apiumhub

JULY 23, 2019

As you may already know, Apiumhub team is software architecture-oriented and reads books for software architects on a weekly basis. This year Apiumhub organizes Global Software Architecture Summit 10th of october, which will take place in Barcelona. “ Essential Software Architecture ” by Ian Gorton.

Software Review 53

Software Review Technical Review Software Systems Review 53

Mobilunity

APRIL 5, 2021

Nowadays, there is a growing demand for a highly experienced software architecture consultant , both among start-ups and well-established organizations. Understanding Software Architecture Specifics. Understanding Software Architecture Specifics. Reviewing the Most Used Types of Software Architecture.

Architecture 52

Architecture Software Review Technical Advisors Technical Review 52

Tenable

FEBRUARY 14, 2025

government is urging software makers to adopt secure application-development practices that help prevent buffer overflow attacks. This can lead to issues such as system crashes, data corruption and remote code execution. Use memory-safe languages when developing software. This week, the U.S.

Security 74

Security Banking Technical Review Software Review 74

CIO

MARCH 24, 2023

Data governance software and vendors Data governance is an ongoing program rather than a technology solution, but there are tools with data governance features that can help support your program. Meant specifically to support self-service analytics, TrustCheck attaches guidelines and rules to data assets.

Government 214

Government Data Technical Review Policies 214