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Amit Goyal
📢 New Video Release! 🎥 Title: Architecture and Design Principles as Customer and Vendor In this latest video, we dive into the core architecture and design principles that shape the relationship between a client (such as a browser or application) and the services/endpoints it communicates with. 🔍 What’s Inside: How browsers and applications function as customers The role of services and endpoints. Naming Convention of Services, Role of Service. Which endpoint is required for which Service. Real-world examples to clarify these interactions Whether you're a developer, architect, or tech enthusiast, this video offers practical insights into building better client-service communication. 👉 Watch now and strengthen your understanding of modern architecture models! https://lnkd.in/gxBxCEaN
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Muthukrishnan Bommiah
𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝗱𝗼𝗶𝗻𝗴 𝘁𝗵𝗶𝗻𝗴𝘀 𝗿𝗶𝗴𝗵𝘁. 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝗱𝗼𝗶𝗻𝗴 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝘁𝗵𝗶𝗻𝗴𝘀. One of the major bottlenecks in scaling a true 𝗔𝗜 𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗦𝗗𝗟𝗖 isn't model capability; it is the friction of context switching. Visual Studio Code 1.107 released on Dec 10 shifts the paradigm from 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝘁𝗼 𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻. With the new 𝗔𝗴𝗲𝗻𝘁 𝗛𝗤, we can move from "Pair Programming" to "Fleet Management," delegating work across a proper architectural hierarchy. 🤖 𝗧𝗵𝗲 𝗠𝗮𝗻𝗮𝗴𝗲𝗿 (𝗟𝗼𝗰𝗮𝗹 𝗔𝗴𝗲𝗻𝘁): Your standard Copilot Chat. You use this for strategy, clarification, and quick answers. 🛠️ 𝗧𝗵𝗲 𝗪𝗼𝗿𝗸𝗲𝗿 (𝗟𝗼𝗰𝗮𝗹 𝗕𝗮𝗰𝗸𝗴𝗿𝗼𝘂𝗻𝗱 𝗔𝗴𝗲𝗻𝘁): Deep work tasks delegated to run locally in isolated Git worktrees. They fix bugs and write tests in the background without blocking your editor or corrupting your current state. ☁️ 𝗧𝗵𝗲 𝗦𝗰𝗮𝗹𝗲𝗿 (𝗖𝗹𝗼𝘂𝗱 𝗔𝗴𝗲𝗻𝘁): Heavy lifting (like documentation generation or security scanning) offloaded entirely to GitHub’s servers. This is grounded by the 𝗚𝗶𝘁𝗛𝘂𝗯 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿, ensuring these agents share a unified context without hallucinating your project structure. For leaders, the value is clear: 𝗔𝘀𝘆𝗻𝗰𝗵𝗿𝗼𝗻𝗼𝘂𝘀 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻. We are no longer limited by the speed of a single chat interaction. This framework is extensible: you can engineer custom agents to handle your unique tech stack or deploy organization-wide agents to enforce architectural standards at scale. 𝗪𝗲 𝗮𝗿𝗲 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝗶𝗻𝗴 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀, 𝗻𝗼𝘁 𝗷𝘂𝘀𝘁 𝘄𝗿𝗶𝘁𝗶𝗻𝗴 𝗰𝗼𝗱𝗲. 🚀 𝘚𝘵𝘰𝘱 𝘸𝘢𝘪𝘵𝘪𝘯𝘨. 𝘚𝘵𝘢𝘳𝘵 𝘥𝘦𝘭𝘦𝘨𝘢𝘵𝘪𝘯𝘨. 🏗️ 𝘉𝘶𝘪𝘭𝘥 𝘵𝘩𝘦 𝘧𝘢𝘤𝘵𝘰𝘳𝘺, 𝘯𝘰𝘵 𝘫𝘶𝘴𝘵 𝘵𝘩𝘦 𝘸𝘪𝘥𝘨𝘦𝘵. ⚙️ 𝘐𝘯𝘯𝘰𝘷𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘢𝘯 𝘦𝘹𝘦𝘤𝘶𝘵𝘪𝘰𝘯 𝘱𝘳𝘰𝘣𝘭𝘦𝘮. 𝘛𝘩𝘪𝘴 𝘵𝘰𝘰𝘭𝘴𝘦𝘵 𝘨𝘪𝘷𝘦𝘴 𝘶𝘴 𝘵𝘩𝘦 𝘥𝘪𝘴𝘤𝘪𝘱𝘭𝘪𝘯𝘦 𝘵𝘰 𝘦𝘹𝘦𝘤𝘶𝘵𝘦 𝘪𝘯 𝘱𝘢𝘳𝘢𝘭𝘭𝘦𝘭. https://lnkd.in/gGYcRjD4
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Sushil Kumar
💡 A Retail Reality Check: Discounts, Disruption & the Hidden Cost We Ignore. Last week, I had a very thought-provoking conversation with a store manager at Vishal Mega Mart—a conversation that truly reflects the current state of India’s retail ecosystem. I walked into the store after a movie, planning to buy a few items. What stood out immediately was aggressive cost-cutting—especially at the billing counter. Usually, there are 2–3 staff members managing queues, but that day there was only one. As expected, customers (including me) wasted a lot of time waiting. Instead of walking out frustrated, I decided to share this feedback with the store manager. What he told me next was an eye-opener. He has 25+ years of retail experience, yet he said this is the worst cost-cutting phase he has ever witnessed. These instructions, he explained, are being followed across all stores—driven by survival, not choice. Then he shared his personal journey. Two years ago, confident in his experience and strong supplier relationships, he decided to start his own retail store in NCR. He invested nearly ₹60 lakh (his savings + loans). The business started well. Sales were steady. Customers were loyal. But within five months, a warehouse of Blinkit opened near his store. What followed was brutal: Ultra-fast deliveries Heavy discounts Unsustainable pricing Even sourcing products locally (sometimes from nearby stores) His sales dropped sharply. He was paying rent, staff salaries, and EMIs, while the platform burned cash to acquire customers. He knew he couldn’t fight that battle. Eventually, he shut down his store. Two months later, something unexpected happened. Customers started calling him: “Sir, why did you close the store? Blinkit is now charging higher prices and additional handling fees.” That’s when reality hit everyone. He calmly told them: “When someone gives you extreme discounts for a long time, it’s not a sustainable model. It’s customer acquisition, not long-term affordability.” Today, he’s back at his job—not by choice, but to support his family. 📌 What should we learn as customers? 1️⃣ Heavy discounts are rarely permanent They are often funded losses to capture market share. 2️⃣ Convenience comes at a hidden future cost Once competition disappears, prices rise. 3️⃣ Local businesses create balance They generate employment, competition, and price stability. 4️⃣ Short-term gain can lead to long-term dependency Just like free internet once reshaped telecom, quick commerce is reshaping retail—at a cost. This is not anti-technology or anti-platform. This is about understanding sustainability, fairness, and long-term impact—for businesses and consumers. Sometimes, the cheapest option today becomes the most expensive choice tomorrow. #RetailReality #CustomerAwareness #QuickCommerce #IndianRetail #BusinessLessons
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Mehaboob Basha
🎙️ New Episode Alert – TGV Kannada #15 (Part 2)! We’re excited to bring you another thought-provoking episode of The Guiding Voice Kannada, hosted by Prathibha Kavyashree and Mehaboob Basha, featuring our special guest Anand R Rao. 📌 Topic: Let’s Learn About Data Engineering Join us as we dive deep into the world of data engineering—its role, relevance, and the skills that shape the future of data-driven organizations. 🔑 Key Takeaways: * Data engineering is the foundation of data-driven decision-making. * As business needs evolve, so does the field of data engineering. * Data pipelines help manage the smooth flow of information. * Data engineers ensure data accuracy and reliability. * Agile practices boost efficiency in data projects. * Continuous learning is essential in this fast-changing field. * Good data architecture leads to better information management. * Automation reduces errors and speeds up data processing. * Handling messy, scattered data is part of the job. * Think of data engineers as the "plumbers" of the data world! 🎧 Listen Now on Your Favorite Platform: 🔗 Apple Podcasts: https://lnkd.in/gHcMCjc5 🔗 YouTube: https://lnkd.in/gpuZPAi4 🔗 Spotify: https://lnkd.in/g5DkT4if Let’s keep learning and growing together! The Guiding Voice (TGV) Regional by Naveen Samala | Sangeeta Doni | Saachi Mittu 🔖 #Podcast #ConversationsThatMatter #DataEngineering #TheGuidingVoice #TGV #TechTalks
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Sunil Mandaliya
Thrilled to see the Build with AI – Pune | GenAI Workshop from GDG Cloud Pune come alive at Data Axle India Workshops like these, exploring ADK, MCP, multi-agent systems, and real-world GenAI, show the true power of community-driven learning. And this is only the beginning. At Data Axle, we aim to build a vibrant, open tech-learning ecosystem with monthly community meetups focused on Python / Django, React, MS .net, C++, Amazon Web Services (AWS), Google Cloud, Databricks, AI, and its use cases, as well as in-depth architecture discussions and hands-on engineering sessions. If you are excited about sharing knowledge, hosting a meetup, or collaborating on tech events, please don't hesitate to reach out to me. Let’s grow this community together, make Pune a hub of continuous learning and innovation, and build a movement where learning never stops and everyone grows together.
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Kumar Harsh Vardhan
Insight : Why IT Services & GCCs Bonds Are Strengthening? Global Capability Centers (GCCs) are no longer just back-office extensions — they are becoming innovation hubs that drive: 🔹 Best-sourcing & strategic partnerships 🔹 Purpose-driven talent attraction 🔹 Building global culture with local strength 🔹 Enterprise transformation beyond cost arbitrage. As enterprises evolve, GCCs stand at the intersection of innovation, speed-to-market, and talent ecosystems — accelerating business outcomes worldwide. #GCC #ITServices #FutureOfWork #Leadership #Innovation
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Ripunjay Kumar
I come from India, where I have seen UPI evolve from an ambitious idea into national payment infrastructure used daily by hundreds of millions of people. UPI demonstrated how real-time, API-driven payment rails, when treated as digital public infrastructure, can fundamentally change user behavior, merchant adoption, and financial inclusion. Now, working in Europe, I have the opportunity to engage closely with SEPA, SWIFT, and ISO 20022 based payment systems. These systems operate at a very different scale and with different priorities. SEPA focuses on harmonization across sovereign banking systems. SWIFT provides global reach through trusted financial messaging. ISO 20022 brings semantic consistency across complex institutional environments. This article reflects on those contrasts based on direct experience, not theory. UPI shows what becomes possible when instant payments are the default. SEPA and SWIFT show why stability, governance, and trust remain critical at global scale. The future of payments will be shaped by how well speed, openness, and resilience are balanced. Looking forward to perspectives from those working across payment systems. #Payments #Fintech #PaymentInfrastructure #UPI #SEPA #SWIFT #ISO20022 #InstantPayments
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