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From fixed frameworks to strategic enablers: Architecting AI transformation

CIO

Traditional architectural approaches have become unsustainable for technology leaders navigating today’s AI-driven landscape. Architecture is no longer a checkpoint at the end of development but must be woven throughout the entire AI transformation lifecycle. As organizations demand more tangible evidence of AI value and competitive advantage, enterprises must fundamentally transform how they approach architecture, shifting from rigid frameworks to strategic enablement.

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Behind the Streams: Live at Netflix. Part 1

Netflix Tech

Behind the Streams: Three Years Of Live at Netflix. Part 1. By Sergey Fedorov , Chris Pham , Flavio Ribeiro , Chris Newton , and Wei Wei Many great ideas at Netflix begin with a question, and three years ago, we asked one of our boldest yet: if we were to entertain the world through Live — a format almost as old as television itself — how would we do it?

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How to Write Rust Code Like a Rustacean

The New Stack

Rust is no longer the “new kid on the block.” It’s become a staple of a developer’s tech stack , helping to power performance-critical systems, and trusted by technologists for its memory safety , zero-cost abstractions and expressive type system. If you’ve worked with JavaScript and want to explore something that’s both expressive and system-level, Rust is the perfect next step, especially in our Linux-driven world.

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Implementing End-to-End Testing Using Playwright within Jenkins CI/CD Pipelines

Perficient

In today’s fast-paced software development world, delivering high-quality web applications quickly and reliably is more critical than ever. Continuous Integration and Continuous Deployment (CI/CD) pipelines streamline the processes of building, testing, and deploying software, enabling teams to deliver updates more quickly and with fewer errors. One crucial piece of this puzzle is automated end-to-end (E2E) testing , which simulates real user interactions to ensure your application works correct

Testing 52
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How to Start Virtual Care the Right Way: A Proven Roadmap for 2025 and Beyond

Speaker: Dr. Christine Gall, DrPH, MS, BSN, RN

The promise of virtual care is no longer theoretical and is now a critical solution to many of healthcare’s most urgent challenges. Yet many healthcare leaders remain unsure how to build a business case for investment and launching the right program at the right time can be the difference between value and failure. For organizations seeking a financially sound, clinically effective entry point, Virtual Patient Observation (VPO) offers a compelling case to lead with.

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The Best Frontend AI Tools Developers Should Know

Apiumhub

Artificial Intelligence is becoming increasingly integrated into our daily lives. From creating content and solving problems to supporting learning and communication, its influence is widespread and continually expanding. AI is no longer just a technological topic; it is now being discussed across multiple disciplines. Its presence is unavoidable, and its impact is too significant.

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Introduction to JavaScript

The New Stack

Possibly the most popular programming language in the world, JavaScript underpins the web by enabling dynamic and interactive pages. But its flexibility and versatility are available on a wide range of platforms beyond the browser, from servers and smartphones to embedded systems, and it has emerged as a way of creating rich, engaging applications on all those devices.

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Improve conversational AI response times for enterprise applications with the Amazon Bedrock streaming API and AWS AppSync

AWS Machine Learning - AI

Many enterprises are using large language models (LLMs) in Amazon Bedrock to gain insights from their internal data sources. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Build Real-Time Analytics Applications With AWS Kinesis and Amazon Redshift

Dzone - DevOps

Real-time analytics enables businesses to make immediate, data-driven decisions. Unlike traditional batch processing, real-time processing allows for faster insights, better customer experiences, and more responsive operations. In this tutorial, you’ll learn how to build a real-time analytics pipeline using AWS Kinesis for streaming data and Amazon Redshift for querying and analyzing that data.

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Creating a Brand Kit in Stream: Why It Matters and How It helps Organizations

Perficient

In today’s digital-first world, brand consistency is more than a visual guideline, it’s a strategic asset. As teams scale and content demands grow, having a centralized Brand Kit becomes essential. If you’re using Sitecore Stream, building a Brand Kit is not just useful, it’s transformational. In my previous post , I tried to explore Sitecore Stream, highlighting how it reimagines modern marketing by bringing together copilots, agentic AI, and real-time brand intelligence to supercharge co

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Airflow Best Practices for ETL/ELT Pipelines

Speaker: Kenten Danas, Senior Manager, Developer Relations

ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!

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Cuando se apagaron las luces… se encendió una nueva forma de pensar la seguridad

CIO

El apagón del 28 de abril pasado me sorprendió fuera de España. Las primeras llamadas que recibí fueron reveladoras. Empresas líderes, con millones invertidos en transformación digital, veían sus operaciones básicas completamente paralizadas por el fallo eléctrico nacional. No estamos hablando de pequeñas empresas sin recursos, sino de organizaciones que han invertido enormes cantidades en smart grids , IoT industrial y tecnologías avanzadas.

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Harnessing AI To Elevate Automated Software Testing

The New Stack

Automated software testing continues to be a key tool for driving engineering efficiency, and with the rise of AI, greater opportunities emerge to elevate testing practices to the next level. With AI, organizations can empower their engineering teams to deliver high-quality software while improving risk detection, increasing scalability and reducing maintenance burdens.

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Build secure RAG applications with AWS serverless data lakes

AWS Machine Learning - AI

Data is your generative AI differentiator, and successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Traditional data architectures often struggle to meet the unique demands of generative such as applications. An effective generative AI data strategy requires several key components like seamless integration of diverse data sources, real-time processing capabilities, comprehensive data governance frameworks that maintain

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North America Venture Funding Surged In First Half Of Year As Q2 Held Strong

Crunchbase News

Funding to North American startups surged in the first half of 2025, fueled by investor enthusiasm around artificial intelligence. Overall, investors poured $145 billion into seed through growth-stage rounds for U.S. and Canadian companies in the first six months of the year, per Crunchbase data. That’s a 43% gain year over year, and the highest half-year total in three years.

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Is Your Test Automation Keeping Up With Your Codebase?

Codebases evolve rapidly, and your test automation should keep pace. However, many teams struggle with brittle scripts and growing test debt, which hinder delivery and increase risk. This guide illustrates how engineering leaders leverage AI to enhance the resilience and scalability of testing. You will discover how AI can automatically generate and maintain test cases, adapt to changing applications, and identify high-risk areas before problems reach production.

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Create Your Own Redux: Build a Custom State Management in React

Perficient

Managing state effectively is key to building scalable and maintainable frontend applications. While popular libraries like Redux, Zustand, Recoil and MobX offer powerful solutions, there are times when you want something custom – whether you’re trying to simplify logic or just understand how things really work under the hood. In this blog, I’ll walk you through how you can build your own state management system, called Pulse Store, or you can give any name to it.

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AI agent orchestration: The CIO’s crucial next step

CIO

In the near agentic AI future, enterprises will run dozens if not hundreds of AI agents, with CIOs in charge of orchestrating and connecting them to help employees navigate a range of interconnected business processes. Take onboarding a new employee. In the not distant future, an HR rep might ask a chatbot to set up the new employee. By coordinating several agents, the chatbot would in turn enter the employee into the payroll system, walk her through health insurance options, and set up her emai

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MCP: A Practical Security Blueprint for Developers

The New Stack

Imagine a world where your coding environment isn’t just a tool, but a true partner. It anticipates your needs, connects smoothly with your databases and infrastructure, and even talks to your command-line tools. This isn’t just a future dream; it’s what Model Context Protocol (MCP) promises. MCP extends advanced agentic coding tools like Cursor, Windsurf or Cline, making your work faster, smoother and incredibly powerful by connecting it to external context and tools.

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Intelligent document processing at scale with generative AI and Amazon Bedrock Data Automation

AWS Machine Learning - AI

Extracting information from unstructured documents at scale is a recurring business task. Common use cases include creating product feature tables from descriptions, extracting metadata from documents, and analyzing legal contracts, customer reviews, news articles, and more. A classic approach to extracting information from text is named entity recognition (NER).

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Setting up a local Langfuse server with Kubernetes to trace Agentic systems

Xebia

Self-hosting Langfuse with Kubernets A local GPU cluster is great for developing sensitive LLM applications. If you are working on sensitive applications, you don’t want logging and monitoring sent over the internet to a server managed by a third party. Langfuse is a great open-source framework for managing traces , evals , prompt management and metrics to debug and improve your LLM application.

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After 24 hours with Samsung's Galaxy Z Flip 7, one big thing stands out

Dion Hinchcliffe's Web 2.0 Blog

X Trending Amazon Prime Day is July 8 - 11: Here's what you need to know Best Prime Day deals overall 2025 Best Sam's Club tech deals 2025 Best Buy Black Friday in July deals 2025 Best Walmart tech deals 2025 Best Costco deals 2025 Best Prime Day tablet deals 2025 Best Prime Day laptop deals 2025 Best Prime Day TV deals 2025 Best Prime Day gaming PC deals 2025 Best Prime Day deals under $25 2025 Best Prime Day Kindle deals 2025 Best Prime Day Apple deals 2025 Best Prime Day EcoFlow dea

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“가능성과 현실의 간극” 가장 과대평가된 기술 10선

CIO

CIO라면 누구나 인정하듯, 기술 변화 속도는 수년째 가속화되고 있다. 그 결과, 신기술과 혁신 기술이 빠르게 시장에 쏟아지고 있으며 기존 기술도 끊임없이 진화하고 있다. AI와 로보틱스는 이미 주류 기술로 자리잡고 있고, 양자컴퓨팅도 상용화를 눈앞에 두고 있어 기술 발전에 대한 기대감이 커지는 건 당연하다. 하지만 많은 기술이 아직 기대만큼의 성과를 내지 못하고 있다고 지적도 적지 않다. 이는 흔히 있는 현상으로, 어떤 기술이 실제 능력보다 과도한 기대를 받을 때 발생한다. 가트너의 하이프 사이클에서는 이를 ‘부푼 기대의 정점’라고 부르며, 곧이어 ‘환멸의 골짜기’에 빠진다. 법률회사 폴리 호그(Foley Hoag)의 CIO인 캐런 캠벨은 “혁신 기술은 모두 잠재력을 가지고 있으며, 이런 잠재력을 둘러싸고 초기 기대감이 형성된다”라며, “기술이 성숙 과정을 거치고 초기 적용 사례가 등장하며, 기술적 개발과 시행착오, ROI 측정, 더 넓은 채택과 비즈니스 통합으로 이어진다”라고 개

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10 Insights from Integrating AI into My Coding Workflow

The New Stack

Software development is full of competing pressures: We’re expected to move quickly, innovate constantly and still ship high-quality, maintainable code. That’s a tall order on the best of days — and that’s where AI tools can help. Over the past few months, I’ve been integrating AI into my daily workflow as a senior software engineer at DataStax.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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The Architecture That Keeps Netflix and Slack Always Online

Dzone - DevOps

Takeaways Cell-based architecture provides fault tolerance by breaking down the system into distinct, self-contained, independent cells that scale, perform function, and fail independently. These independent units minimize blast radius and allow for fast recovery, making them a best fit for high-availability setups where uptime is critical. Containers, and Docker specifically, facilitate standardized deployment and management of isolated cells across different environments and cloud zones.

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AI Promptception – Iterating GitHub Copilot Prompts for Maximum Impact

Xebia

AI Promptception – Iterating GitHub Copilot Prompts for Maximum Impact GitHub Copilot is an impressive AI coding assistant, but it’s only as good as the prompts you give it. The difference between a useful output and a frustrating mess often comes down to how well you structure your request. This article explores how to improve prompt engineering for GitHub Copilot using real-world examples , focusing on Playwright test automation.

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4 ways Google Wallet can make your life easier (and more organized)

Dion Hinchcliffe's Web 2.0 Blog

X Trending Amazon Prime Day is July 8 - 11: Here's what you need to know Best Prime Day deals overall 2025 Best Sam's Club tech deals 2025 Best Buy Black Friday in July deals 2025 Best Walmart tech deals 2025 Best Costco deals 2025 Best Prime Day tablet deals 2025 Best Prime Day laptop deals 2025 Best Prime Day TV deals 2025 Best Prime Day gaming PC deals 2025 Best Prime Day deals under $25 2025 Best Prime Day Kindle deals 2025 Best Prime Day Apple deals 2025 Best Prime Day EcoFlow dea

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EU finalizes General-Purpose AI Code of Practice for enterprises

CIO

The European Commission has published the General-Purpose AI Code of Practice to help enterprises comply with their obligations on transparency, copyright, safety, and security under the European Union’s AI Act. Following the code of practice is voluntary — but the Commission presented it as a way for enterprises to be sure they meet their obligations under the law.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Kiro Is AWS’s Specs-Centric Answer to Windsurf and Cursor

The New Stack

AWS today launched Kiro , its take on agentic IDEs like Cursor and Windsurf. Like its most direct competitors, AWS used the open source VS Code project as the basis for Kiro, meaning developers can keep all of their VS Code settings and plugins. Kiro also supports the Model Context Protocol (MCP) to connect additional tools. As for the underlying large language models, an Amazon spokesperson told me that it will use Clause Sonnet 4 as the default, with Sonnet 3.7 as an additional option.

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Understanding User Research in UX Design: A Strategic Framework for Human-Centered Innovation

InnovationM

In the dynamic landscape of digital product development, User Experience (UX) Design is no longer a secondary concern—it is a strategic differentiator. Central to UX design is user research , a discipline that informs, validates, and optimizes design decisions by embedding the voice of the user throughout the product lifecycle. In this article, we will explore advanced concepts, methods, and frameworks in user research, situating it as the cognitive backbone of UX design.

UI/UX 59
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Cybersecurity Snapshot: AI Security Field Gets Boost from New CSA Framework and from SANS - OWASP Partnership

Tenable

Check out a new Cloud Security Alliance framework for securing AI systems. Plus, SANS Institute and OWASP are joining forces to deliver AI security controls. Meanwhile, Accenture finds orgs unprepared to counter AI-powered cyber attacks. And get the latest on the Iran cyber threat, SMB cyber defenses and CIS Benchmarks! Dive into six things that are top of mind for the week ending July 11. 1 - CSA unveils new security framework for AI systems If you’re looking for guidance on how to protect your