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 98

Generative AI Technical Review Software Review Systems Review 98

CIO

APRIL 16, 2025

Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).

Technical Review 172

Technical Review Enterprise Strategy Innovation 172

Henrik Warne

JUNE 19, 2022

I recently finished Effective Software Testing – A Developer’s Guide by Maurício Aniche , and I really liked it. I have been coding for a long time and I think I have been writing pretty good tests for the features I have implemented. The book apparently grew out of lecture notes from a course on software testing.

Software Review 224

Software Review Testing Systems Review Technical Review 224

CIO

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. In todays digital-first economy, enterprise architecture must also evolve from a control function to an enablement platform. The stakes have never been higher.

Technical Review 179

Technical Review Enterprise Technology Architecture 179

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

AWS 115

AWS Software Review Knowledge Base Artificial Inteligence 115

CIO

OCTOBER 24, 2024

AI governance is already a complex issue due to rapid innovation and the absence of universal templates, standards, or certifications. 75% of firms that build aspirational agentic AI architectures on their own will fail. AI-driven software development hits snags Gen AI is becoming a pervasive force in all phases of software delivery.

Company 191

Company Software Review Technical Review Generative AI 191

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we explore how to integrate Amazon Bedrock FMs into your code base, enabling you to build powerful AI-driven applications with ease. For this post, we run the code in a Jupyter notebook within VS Code and use Python. This client will serve as the entry point for interacting with Amazon Bedrock FMs.

Software Review 107

Software Review Artificial Inteligence Generative AI AWS 107

TechCrunch

OCTOBER 4, 2021

Infrastructure as code (IaC) has been gaining wider adoption among DevOps teams in recent years, but the complexities of data center configuration and management continue to create problems — and opportunities. IaC can be used for any type of cloud workload or architecture, but it is a necessity for anyone building on the modern cloud.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

CIO

DECEMBER 11, 2024

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another. Finally, it is important to emphasize the Engineering aspect of this pillar.

Data 167

Data Technical Review Software Review Weak Development Team 167

TechCrunch

FEBRUARY 6, 2023

Magic, a startup developing a code-generating platform similar to GitHub’s Copilot , today announced that it raised $23 million in a Series A funding round led by Alphabet’s CapitalG with participation from Elad Gil, Nat Friedman and Amplify Partners. So what’s its story? But absent a demo, we have only his word to go on.

Software Review 245

Software Review Artificial Inteligence Technical Review Software Engineering 245

Erik Bernhardsson

DECEMBER 12, 2023

Leverage any production issue as a reason to “pull the brakes” Introduce very complex processes for code change and common workflows. Disallow anything outside the scope of the original task, such as code cleanup or other drive-by improvements. “biased” or “lagging indicator”).

Software Review 277

Software Review Weak Development Team Software Technical Advisors 277

Xebia

APRIL 1, 2025

Currently there is a lot of focus on the engineers that can produce code easier and faster using GitHub Copilot. Eventually this path leads to disappointment: either the code does not work as hoped, or there was crucial information missing and the AI took a wrong turn somewhere. Use what works for your application.

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

Xebia

OCTOBER 23, 2024

Region Evacuation with DNS Approach: Our third post discussed deploying web server infrastructure across multiple regions and reviewed the DNS regional evacuation approach using AWS Route 53. In the following sections we will review this step-by-step region evacuation example. HTTP Response code: 200. Explore the details here.

AWS 130

AWS Network Software Review Lambda 130

TechCrunch

DECEMBER 10, 2021

Software consultant Andrew Drach’s two companies Callentis and Solwey demonstrate his entrepreneurial skills, but his clients also value his educational background, as we learned through TechCrunch’s survey to identify the best software consultants for startups. How have you been finding clients?

Weak Development Team 255

Weak Development Team Software Development Software Review Fractional CTO 255

CIO

APRIL 15, 2025

It is based on the idea that cutting corners for the sake of speed when writing code or setting up infrastructure will create more work to upkeep, secure, or manage in the future. Every minute spent on code that is not quite right for the programming task of the moment counts as interest on that debt. Why is technical debt important?

Technical Advisors 113

Technical Advisors Technical Review Weak Development Team Software Review 113

CIO

FEBRUARY 18, 2025

EXL Code Harbor is a GenAI-powered, multi-agent tool that enables the fast, accurate migration of legacy codebases while addressing these crucial concerns. How Code Harbor works Code Harbor accelerates current state assessment, code transformation and optimization, and code testing and validation. Optimizes code.

Software Review 78

Software Review Artificial Inteligence Government Data 78

CIO

JULY 12, 2024

Good coding practices for performance and efficiency have been part of software engineering since the earliest days. But over the past few decades, the overwhelming need for speed and productivity pushed architectural efficiency concerns to the background. Green Software Foundation was founded to help with these answers.

Software Review 183

Software Review Software Sustainability Energy 183

CIO

MARCH 4, 2025

Agentic AI systems require more sophisticated monitoring, security, and governance mechanisms due to their autonomous nature and complex decision-making processes. Durvasula also notes that the real-time workloads of agentic AI might also suffer from delays due to cloud network latency. IT employees? Not so much.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

CIO

FEBRUARY 4, 2025

The result was a compromised availability architecture. Driving optimization and efficiency using FinOps fails not due to insufficient tools, processes or controls, but because it does not motivate architects and engineers to embrace the necessary work. A more compelling driver like addressing climate change is needed.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

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. I made my first architectural decision” he told me.

Technical Advisors 276

Technical Advisors Software Review Architecture Journal 276

CIO

JANUARY 5, 2023

Low-code/no-code visual programming tools promise to radically simplify and speed up application development by allowing business users to create new applications using drag and drop interfaces, reducing the workload on hard-to-find professional developers. So there’s a lot in the plus column, but there are reasons to be cautious, too.

Software Review 195

Software Review Tools Off-The-Shelf Technical Review 195

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

Generative AI 81

Generative AI Technical Review Insurance Policies 81

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. First, the mean part.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

JANUARY 31, 2023

With digital operating models altering business processes and the IT landscape, enterprise architecture (EA) — a rigid stalwart of IT — has shown signs of evolving as well. An enterprise architecture tool is often sold as a prerequisite by consulting firms that often earn software commissions.

Architecture 208

Architecture Enterprise Technical Review Fractional CTO 208

CIO

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others.

Software Development 197

Software Development Software Review Weak Development Team Software 197

CIO

NOVEMBER 26, 2024

“An organization might be using technology that is largely accepted as best in class in general or within a particular industry, and yet that technology is probably already outdated due to the looming disruptions,” he says. In tech, every tool, software, or system eventually becomes outdated,” he adds.

Infrastructure 199

Infrastructure Technical Review Systems Review Survey 199

The Crazy Programmer

JUNE 14, 2024

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. Developers now have access to various AI-powered tools that assist in coding, debugging, and documentation. It aims to help programmers write code faster and more securely.

Programming 271

Programming Tools Software Review Artificial Inteligence 271

Hacker Earth Developers Blog

DECEMBER 25, 2024

For instance, a skilled developer might not just debug code but also optimize it to improve system performance. HackerEarths technical assessments , coding challenges, and project-based evaluations help evaluate candidates on their problem-solving, critical thinking, and technical capabilities. Here are the key traits to look for: 1.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

AWS Machine Learning - AI

APRIL 1, 2025

However, in the past, connecting these agents to diverse enterprise systems has created development bottlenecks, with each integration requiring custom code and ongoing maintenancea standardization challenge that slows the delivery of contextual AI assistance across an organizations digital ecosystem.

Generative AI 132

Generative AI AWS Artificial Inteligence Software Review 132

CIO

JANUARY 8, 2025

Increasingly, however, CIOs are reviewing and rationalizing those investments. As VP of cloud capabilities at software company Endava, Radu Vunvulea consults with many CIOs in large enterprises. Public cloud is just one of the materials we need to build an architectural solution, he says, and you have to strike the right balance.

Cloud 209

Cloud Technical Review Systems Review Budget 209

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 74

Generative AI Systems Review Software Review Artificial Inteligence 74

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

Generative AI 99

Generative AI Applications Technical Review Software Review 99

Honeycomb

NOVEMBER 19, 2024

is how you operate your code; observability 2.0 is about how you develop your code Observability 1.0 has historically been infra-centric, and often makes do with logs and metrics software already emits, or that can be extracted with third-party tools Observability 2.0 is how you operate your code; observability 2.0

Software Review 133

Software Review Weak Development Team Metrics Technical Review 133

CIO

JANUARY 25, 2024

Software developers, no matter how skilled, face tasks they’re not very good at. Generative AI platforms like GitHub Copilot and ChatGPT have been trained on billions of lines of code for many programming languages and are surprisingly good at predicting what lines of code developers should use next.

Software Review 167

Software Review Software ChatGPT Generative AI 167

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. The Model-View-ViewModel (MVVM) architectural pattern is widely adopted in Android app development.

Testing 80

Testing Software Review Authentication Analysis 80

Honeycomb

APRIL 7, 2025

You cant throw a rock without hitting an online discussion about vibe coding, so I figured Id add some signal to the noise and discuss how Ive been using AI-driven coding tools with observability platforms like Honeycomb over the past six months. Demystifying vibe coding So, what is vibe coding anyway?

Software Review 59

Software Review Artificial Inteligence UI/UX Windows 59

CIO

NOVEMBER 25, 2024

The company wanted to leverage all the benefits the cloud could bring, get out of the business of managing hardware and software, and not have to deal with all the complexities around security, he says. While Deltek provides the ability to build custom code, if the data changes, “everything has to respect the change,” Haunfelder says. “So

Systems Review 197

Systems Review Technical Review System Analytics 197