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🚀 Our 2025 Trend Report, "Data Engineering," is live! 📥 Download it now: https://lnkd.in/e4jZ7-Wi This isn't just another "AI is changing everything" piece; it's a real look at the tooling, strategy, and systems behind today's most scalable data ecosystems. ✨ Read our expert articles to learn more: → "Data Lake, Warehouse, or Lakehouse? Rethinking the Future of Data Architecture" by Miguel Garcia Lorenzo → "Data Engineering for AI-Native Architectures: Designing Scalable, Cost-Optimized Data Pipelines to Power GenAI, Agentic AI, and Real-Time Insights" by Abhishek Gupta → "Scaling Real-Time Data Systems With DataOps: Principles, Practices, and Use Cases" by Tulika Bhatt → "How Healthy Is Your Data in the Age of AI? An In-Depth Checklist to Assess Data Accuracy, Governance, and AI Readiness" by Sukanya Konatam This report would not be possible without the support of our sponsoring partner, DataStax, an IBM company! #dataengineering #datapipeline #dataquality #dataops

The latest top trending articles on DZone this week blend hands-on engineering tactics with deeper reflections on what it really takes to build and maintain modern software! You won't want to miss this lineup. Check it out below 👇 Top Core Highlights ⚡ 🔓 "Why I Abandoned My 30-Year Open-Source Project" by Péter Verhás 👉https://lnkd.in/g7djQXHn 🔓 "Building Scalable, Resilient Workflows With State Machines on GCP" by Ravi Teja T. 👉https://lnkd.in/gXuFfw4B 🔓 "Introduction to Data-Driven Testing With JUnit 5: A Guide to Efficient and Scalable Testing" by Otavio Santana 👉https://lnkd.in/gRfW7B6x 🔓 "Integration Testing for Go Apps Using Testcontainers and Containerized Databases" by Abhishek Gupta 👉https://lnkd.in/gDXvxS-P 🔓 "Mastering Fluent Bit: Developer Guide to Service Section Configuration (Part 5)" by Eric D. Schabell 👉https://lnkd.in/gdrNxAXb Crowd Favorites From the Greater DZone Community 👏 🔴 "Cloud Sprawl Is a Given; Cloud Complexity Doesn’t Have to Be" by Aharon Twizer 👉https://lnkd.in/eNPZSpBq 🔴 "LangGraph Orchestrator Agents: Streamlining AI Workflow Automation" by Himanshu P 👉https://lnkd.in/gHTtGhSf 🔴 "How to Build an MCP Server With Java SDK" by Horațiu Dan 🇷🇴 👉https://lnkd.in/gi34k5an 🔴 "Is Your Team AI-Ready? 5 Strategies to Upskill Your Engineers" by Rupesh Dabbir 👉https://lnkd.in/g5BzfK7P 🔴 "Feature Flags in Agile Development: Lessons from Scaling Front-End Platform Releases" by Aishwarya Murali 👉https://lnkd.in/gtg-KzTx

🚨 Calling all Kubernetes practitioners, developers, and platform pros 🚨 Whether you're scaling clusters, wrangling YAML, optimizing costs, or experimenting with AI/ML on K8s, we want your insights to build the 2025 Kubernetes Trend Report! We're exploring: - Architecture and platform ops - Cost, complexity, and DevEx - AI/ML on K8s - Security and observability Take the quick survey + enter our raffle 🎁 https://lnkd.in/eh2hn4n4 #Kubernetes #CloudNative #PlatformEngineering #DevEx #developer

Still treating database changes like a bottleneck? It’s time to rethink the process. In this upcoming webinar hosted by DZone and Harness, join Matt Schillerstrom, Director of Product Management on August 13 at 1:00 PM ET, and learn how to: • Eliminate slow, manual DB handoffs • Automate rollbacks and performance checks • Get dev, ops, and DB teams moving in sync Don’t let legacy practices hold back delivery. Save your seat now 👉https://lnkd.in/gDHEp3dB

Data pipelines are only getting more complex. Are yours keeping up? Join Charna Parkey, Ph.D.(DataStax), Miguel Garcia Lorenzo (Factorial), and Tulika Bhatt (Netflix) on August 27 at 1:00 PM ET in this upcoming roundtable hosted by DZone. We’ll unpack key findings from DZone’s 2025 Data Engineering Trend Report and dive into AI-readiness, pipeline performance, and architecture decisions shaping modern data stacks.🚀 Don’t miss out! https://lnkd.in/geiEnBQa

Tired of database changes holding up your releases? Matt Schillerstrom, Director of Product Management at Harness, joins us on August 13, 2025, at 1:00 PM ET for a webinar hosted by Harness and DZone. Join this upcoming webinar to 💠 Discover Database DevOps practices to modernize your pipeline 💠 Empower dev teams to manage changes with confidence 💠 Integrate safety guardrails for faster, safer deployments 👉 Register here! https://lnkd.in/gVacymx7

Check out the top trending articles on DZone this week ‼️ Top Core Highlights ⚡ 🤖 "Lock-Free Programming: From Primitives to Working Structures" by Bartek Zylinski 👉https://lnkd.in/gQjVay2k 🤖 "Deploying Containers on Azure Container Apps" by Siri Varma Vegiraju 👉https://lnkd.in/ew2Yrekp 🤖 "6 Ways AI-Enhanced Phishing Can Hijack Developer Workflows (and What to Do About It)" by Filip Piletic 👉https://lnkd.in/grxdbJUH 🤖 "Debugging Distributed Flight Search: What Logs Alone Won’t Tell You" by Ravi Teja T. 👉https://lnkd.in/dBS98pSt 🤖 "More Than Just Buttons: A Frontend Engineer's Exploration of Accessibility Frameworks" by Mohit M. 👉https://lnkd.in/ejWr--Z6 Crowd Favorites From the Greater DZone Community 👏 💥 "1-Line IO in Java" by Johannes Dobler 👉https://lnkd.in/eSaKqw67 💥 "Implementing ΔE-ITP in Python: Accurate Color Difference Metric for Image Processing" Srishti Mukherjee 👉https://lnkd.in/g_cMvyn2 💥 "The Golden Signals of Monitoring" by Krishna Vinnakota 👉https://lnkd.in/gQvgffjp 💥 "Absolute Zero: How AI Is Learning Without Data" by Tony Siciliani 👉https://lnkd.in/gVYQi_Tw 💥 "Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation" by Ishwar Bansal 👉https://lnkd.in/ecCTN4V2

⏳ Last chance to join our supply chain security deep dive! Happening tomorrow- July 23 at 1:00 PM ET, DZone's upcoming Virtual Roundtable sponsored by DigiCert features: 👨💻 Dave Roche, DigiCert 👩💻 Siri Varma Vegiraju, Microsoft 👨💻 Karteek Kotamsetty, MBA, Google Public Sector Don't miss out on this conversation as experts dive into insights from DZone’s Software Supply Chain Trend Report! Register now: https://lnkd.in/gGXuZgtA

Think your BI tools are smart? Think again. Join Nathan Drezner and Domenic Ravita to see how AI-native platforms are changing the analytics game, from static charts to dynamic, interactive data tools. 📅 Tomorrow, July 22 at 1:00 PM EDT Brought to you by Plotly and DZone 🔹 Enable data exploration without friction 🔹 Use prompt engineering for real-time insights 🔹 Build intelligence directly into your apps Don't miss out on this conversation! https://lnkd.in/gAXqPKaP

🚨 Is your data REALLY secured? Whether you're tightening up your cloud infrastructure or staying sharp on security trends, this week’s top articles are a must-read ‼️ #CloudSecurity #DevOps #CyberSecurity #CloudComputing #DeveloperCommunity Top Core Highlights ⚡ 🔓 "Maximizing Return on Investment When Securing Our Supply Chains: Where to Focus Our Limited Time to Maximize Reward" by Justin Albano 👉https://lnkd.in/e82rnR-6 🔓 "The Twelve-Factor Agents: Building Production-Ready LLM Applications" by VidyaSagar Machupalli FBCS 👉https://lnkd.in/ea8DbhTR 🔓 "AI-Powered Security for the Modern Software Supply Chain: Reinforcing Software Integrity in an Era of Autonomous Code and Expanding Risk" by Akanksha Pathak 👉https://lnkd.in/eaC8HrUq 🔓 "Engineering High-Scale Real Estate Listings Systems Using Golang, Part 1" by Alireza Rahmani Khalili 👉https://lnkd.in/givuDg4Z 🔓 "API Standards Are Data Standards" by Scott Sosna 👉https://lnkd.in/e6thUAc6 Crowd Favorites From the Greater DZone Community 👏 🔴 "Debug Like a Pro in 2025: 10 New Eclipse Java Debugger Features to Enhance Your Productivity (With Spring Boot Examples)" by Sougandh S 👉https://lnkd.in/gAY2xKGa 🔴 "The Architecture That Keeps Netflix and Slack Always Online" by Aditya Gupta 👉https://lnkd.in/g4DVtqEj 🔴 "The 7 Biggest Cloud Misconfigurations That Hackers Love (and How to Fix Them)" by Jonathan David 👉https://lnkd.in/gVhJPpzF 🔴 "Why Traditional CI/CD Falls Short for Cloud Infrastructure" by Aharon Twizer 👉https://lnkd.in/encGUrZK 🔴 "Simplifying Code Migration: The Benefits of the New Ampere Porting Advisor for x86 to Arm64" by Bin H. 👉https://lnkd.in/eh3PpYGC