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Enterprise architecture has long been the backbone of digital transformation initiatives. Traditionally, enterprise architects have focused on enabling business growth by aligning business architecture, data, applications and technology. Their work often involves supporting new business models, re-engineering business processes and transitioning from legacy platforms to modern systems, always underpinned by adherence to standards and frameworks.
Historically, Mary Meeker ‘s “Internet Trends” reports have been legendary. After a five-year hiatus, the VC/analyst has co-authored a remarkable new 340-page trends report on artificial intelligence — and her findings are being discussed in the community. Most of the report focuses on the here and now, with specific details about what’s driving all the changes.
Introduction Prompt engineering is an essential skill for developers seeking to maximize the utility of GitHub Copilot. By structuring effective prompts, developers can receive accurate, context-aware suggestions that save time and enhance productivity. This article explores foundational and advanced techniques to harness GitHub Copilot for writing code, debugging, and testing in C#, a language widely used in software development.
This is a joint post co-authored with Harsh Vardhan, Global Head, Digital Innovation Hub, Apollo Tyres Ltd. Apollo Tyres , headquartered in Gurgaon, India, is a prominent international tire manufacturer with production facilities in India and Europe. The company advertises its products under its two global brands: Apollo and Vredestein, and its products are available in over 100 countries through a vast network of branded, exclusive, and multiproduct outlets.
When test coverage falls behind release velocity, quality suffers, and your team feels the consequences. This guide outlines when it makes sense to outsource quality assurance (QA), the risks to watch for, and how to scale testing without increasing headcount or slowing down engineering. You will learn how leading teams are leveraging external QA partners to expand coverage, enhance defect detection, and remain aligned with CI/CD timelines.
As computer systems get more sophisticated we've seen a growing trend to value deep specialists. But we've found that our most effective colleagues have a skill that comes from spanning many specialties. We are thus starting to explicitly recognize this as a first-class skill of “Expert Generalist” This is the first installment of an article detailing how we think about this skill, starting with the first three characteristics of an Expert Generalist.
As artificial intelligence (AI) becomes more embedded in daily operations, IT teams are being asked to adapt, not just in what they manage but also in how they work. Routine tasks are increasingly handled by automation, and AI systems provide insights that once required human intervention. This shift is prompting a key question: What does the future IT team look like?
As artificial intelligence (AI) becomes more embedded in daily operations, IT teams are being asked to adapt, not just in what they manage but also in how they work. Routine tasks are increasingly handled by automation, and AI systems provide insights that once required human intervention. This shift is prompting a key question: What does the future IT team look like?
While the advancements in Generative AI continue to introduce astounding possibilities, Agentic AI has emerged as a solution to complex problems with minimal human intervention. The technology industry has witnessed the most substantial integration of agentic AI, characterized by increased autonomy. By streamlining systems and processes with “hands-off ” automation, greater efficiencies and optimization are increasingly realized.
Nowdays developers are increasingly tasked with building distributed applications that are scalable, resilient, and cloud-native. However, orchestrating multiple services, managing configurations can be daunting and time-consuming. Designed with developers in mind,NET Aspire simplifies the process of building, deploying, and managing distributed applications by providing a cohesive set of tools, templates, and integrations.
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Symantec Enterprise Blogs Threat Intelligence Menu Main menu Blogs Home Threat Intelligence - All Divisions Feature Stories - Symantec Enterprise Expert Perspectives - Symantec Enterprise Product Insights 日本語 Search Broadcom Home Threat Hunter Team Symantec and Carbon Black Posted: 12 Jun, 2025 8 Min Read Threat Intelligence Subscribe Follow twitter linkedin Fog Ransomware: Unusual Toolset Used in Recent Attack Legitimate employee monitoring software and various pentesting tools deployed.
Anyone who has waited in line for security at an airport can appreciate what the IT organization at Metropolitan Washington Airports Authority ( MWAA ) has accomplished with AI in the cloud. MWAA’s IT team overseeing pedestrian, vehicle, and gate traffic at Washington, D.C.’s two major airports has developed a real-time intelligence platform dubbed Queue Hub that harnesses analytics, AI, IoT, and cloud to make terminal operations more efficient and profitable.
The open source vLLM represents a milestone in large language model (LLM) serving technology, providing developers with a fast, flexible and production-ready inference engine. Initially developed in the Sky Computing Lab at UC Berkeley, this library has evolved into a community-driven project that addresses the critical challenges of memory management, throughput optimization and scalable deployment in LLM applications.
What is GitHub Copilot Premium Requests Tomorrow the 18th is the date GitHub Copilot Premium Requests will be enforced (see the docs here ). This post gives you an overview to know what you need to expect. Copilot Premium Requests are any request that is made to any model that is not the default (currently GPT-4o and GPT-4.1). Some features against a model will cost 1 Premium Request, some will cost more then 1 Premium Request (using GPT-4.5 will be x50!
On June 9, PostHog , which aims to help developers build “successful products,” quietly announced it had raised $70 million in a Series D funding round led by digital payments giant Stripe. The funding was raised at a $920 million valuation. Y Combinator , GV and Formus Capital also participated in the financing, which brings PostHog’s total raised since its 2020 inception to about $107 million, per Crunchbase data.
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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A new benchmark study from Salesforce AI Research has revealed significant gaps in how large language models (LLMs) handle real-world customer relationship management (CRM) tasks. Testing nine state-of-the-art models, including GPT-4o and Gemini 2.5 Pro across 4,280 queries, researchers found agents achieved a 58% success rate in single-step tasks such as retrieving records, but dropped to just 35% in multi-step workflows like processing refunds.
AI agents are becoming true collaborators in the workplace, with more developers every day beginning to build them. To reach their potential for your team, AI agents need to be able to pursue specific goals and execute workflow tasks, make decisions and take actions without constant human supervision. They need to learn from their interactions and adapt their behavior over time.
What is GitHub Copilot Premium Requests Tomorrow the 18th is the date GitHub Copilot Premium Requests will be enforced (see the docs here ). This post gives you an overview to know what you need to expect. Copilot Premium Requests are any request that is made to any model that is not the default (currently GPT-4o and GPT-4.1). Some features against a model will cost 1 Premium Request, some will cost more then 1 Premium Request (using GPT-4.5 will be x50!
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.
Spain’s quantum software startup Multiverse Computing has secured $215 million in Series B funding, the company told Crunchbase News. Of the $215 million in funding, $170 million was in the form of equity and $45 million in “grants and partnerships,” according to Enrique Lizaso Olmos , founder and CEO of Multiverse Computing. He declined to divulge valuation, but sources say San Sebastian-based Multiverse is now valued at over $500 million, which would be “a 5x jump” from its $108 million valuat
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At a time when IT budgets are increasingly constrained, many CIOs are tempted to squeeze extra life out of systems that should have been put out to pasture years ago. For such CIOs, Dan Sundt , workday human capital alliance lead at Deloitte, offers this simple advice: think twice. “If you’re investing money in an IT system that’s limping along on a version that’s barely being supported by the solution vendor, it’s a good sign that the system might be killing your business,” Sundt says.
The use of generative AI (GenAI) is growing at an unprecedented rate across various industries. Significant technical advances in AI models, computing power, and data, along with the benefits in productivity, cost, and ease of use, have fueled this expansion. GenAI’s global market size is expected to reach $62.72 billion this year and reach $356 billion by 2030.
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.
The Unwritten Playbook: Consulting Advice They Don’t Teach You in Training The Client Whisperer: Building Relationships That Survive Project Storms "We’re going to need you to step up into the leadership role in your current team as the other two engineers have fallen out with the product owner." my firm’s unit manager told me over the phone.
This post is co-written by Amar Goel, co-founder and CEO of Bito. Meticulous code review is a critical step in the software development process, one that helps delivery high-quality code that’s ready for enterprise use. However, it can be a time-consuming process at scale, when experts must review thousands of lines of code, looking for bugs or other issues.
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Quality data is vital for the success of any IT initiative. That’s especially true for AI projects. While bad data will always yield bad results, the stakes are exceptionally high for AI, where poor data could lead to serious financial loss, regulatory fines, and reputational damage. Good data that feeds a successful initiative, however, could deliver a significant and possibly game-changing strategic advantage.
Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.
If you’ve used Linux long enough , you know all about sudo. If not, sudo stands for super user do and elevates a standard user such that they can temporarily run admin tasks. Sudo has been around for a long time, but Canonical has decided to move on from the old version and introduce a new version, written in Rust. But why? Why would Canonical decide to make the switch from something nearly all Linux distributions use and that “just works”?
The Unwritten Playbook: Consulting Advice They Don’t Teach You in Training Beyond the Technical: The Hidden Art of Software Consulting I was three weeks into my first major consulting gig when I learned the most important lesson of my career—one that no training had prepared me for. The client’s CTO had just reviewed our technical architecture, nodded approvingly at our elegant solution, and then said: “This looks great, but the CEO will never approve it.
Earlier this week, we wrote about investment trends popping up at seed stage. However, we left out one area where funding activity was so voluminous it warranted its own dedicated piece. Unsurprisingly, it is about AI. More specifically, Crunchbase data shows a continued boom this year in seed-stage funding to startups working on autonomous AI agents, assistants and companions, with a particular focus on enterprise customers.
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