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The Latest Data Engineering Topics

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Clean Code: Structs, Methods, and Composition Over Inheritance, Part 2
After 6 years of Go, always use painter receivers with mutexes, prefer composition over inheritance, and stop writing Java-style getters for everything.
April 22, 2026
by Vladimir Yakovlev
· 2,171 Views · 1 Like
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The Rollback Problem: Implementing Transactional Boundaries in Agentic Loops
Learn how to leverage the Saga pattern, sandboxes, and idempotent tooling to define transactional boundaries and prevent failure loops in AI agents.
April 22, 2026
by Sidhesh Badrinarayan
· 2,039 Views
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What AI Systems Taught Us About the Limits of Chaos Engineering
AI-driven infrastructure is non-deterministic. Chaos testing ensures systems maintain intended behavior under stress, improving reliability and safety.
April 22, 2026
by Sayali Patil
· 8,428 Views · 6 Likes
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Designing a “People You May Know” System With Graph Neural Networks
This article explains a practical design for a LinkedIn-style “People You May Know” system, focusing on real-world tradeoffs, graph embeddings, and low-latency serving.
April 22, 2026
by Deepu Komati
· 2,332 Views · 2 Likes
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AWS Bedrock: The Future of Enterprise AI
Amazon Bedrock simplifies enterprise AI with multi-model access, built-in security, RAG, and scalable, no-infrastructure deployment.
April 21, 2026
by Subrahmanyam Katta
· 4,757 Views · 2 Likes
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Demystifying Intelligent Integration: AI and ML in Hybrid Clouds
AI and ML are transforming hybrid clouds with edge intelligence, federated learning, and explainable, scalable integration.
April 21, 2026
by Abhijit Roy
· 3,312 Views
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SPACE Framework in the AI Era: Why Developer Productivity Metrics Need a Rethink Right Now
AI coding tools boost commit metrics, but hide deeper issues. Learn how the SPACE framework reveals real developer productivity beyond traditional DevOps metrics.
April 21, 2026
by Sreejith Velappan
· 2,818 Views
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The DevOps Security Paradox: Why Faster Delivery Often Creates More Risk
DevOps speeds delivery and risk. Without built-in security, vulnerabilities reach production fast — DevSecOps embeds automated security into the pipeline.
April 21, 2026
by Jaswinder Kumar
· 3,445 Views · 2 Likes
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Building Cost-Aware Product Roadmaps Using Real-Time Data from Distributed Logistics Systems
Dynamic, cost-aware product roadmaps use real-time logistics data, predictive analytics, and alerts to optimize profitability and adapt quickly.
April 21, 2026
by Srikrishna Jayaram
· 1,951 Views
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Data Processing for Real Estate: Enabling Smart Analysis and Decision-Making
Transform raw property data into strategic assets using advanced processing, real-time analytics, and automated governance.
April 21, 2026
by Peter Leo
· 1,804 Views
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Delta Sharing vs Traditional Data Exchange: Secure Collaboration at Scale
Share live Delta tables with external partners securely and at scale — no data copies needed — fully governed and audited via Unity Catalog.
April 21, 2026
by Seshendranath Balla Venkata
· 2,096 Views · 1 Like
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Solving the AI Accountability Gap: The Fact-Based Labeling (FBL) Framework
The Fact-Based Labeling framework replaces ‘black-box’ flags with machine-extracted facts that trigger structured human questionnaires for consistent content governance.
April 21, 2026
by Prachi Priyam
· 1,856 Views
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Automating Threat Detection Using Python, Kafka, and Real-Time Log Processing
Durable stream, stable schema, entity-keyed partitions, DLQ for failures normalized field detections stay portable as sources evolve.
April 21, 2026
by Krishnaveni Musku
· 1,988 Views
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Architecting AI-Native Cloud Platforms: Signals to Insights to Actions
AI-native platforms embed intelligence into cloud infrastructure, allowing systems to sense events, generate insights with AI, and trigger automated actions in real time.
April 21, 2026
by Harvendra Singh
· 1,965 Views
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How to Transfer Domains via API: Automate Domain Migrations Programmatically
Automate domain transfers with the Name.com API. Replace manual workflows with scalable scripts for bulk migrations, status tracking, and error handling.
April 20, 2026
by Jakkie Koekemoer
· 1,999 Views
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Quality Assurance in AI-Driven Business Evolution
QA is evolving for AI-driven business, focusing on data quality, model validation, and risk management to ensure reliable, trustworthy, well-governed systems.
April 20, 2026
by Parimal Kumar
· 3,757 Views
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Cybersecurity with a Digital Twin: Why Real-Time Data Streaming Matters
Digital Twin for Cybersecurity with Data Streaming using Kafka, Flink and Sigma enables real-time visibility to detect and respond to threats.
April 20, 2026
by Kai Wähner DZone Core CORE
· 2,672 Views
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Hidden Cyber Threat AI Is Preparing That Some Companies Aren't Thinking About
The rapid and unpredictable progression of AI capabilities suggests that their advancement may soon rival the immense power of the human brain.
April 20, 2026
by Francis Ejiofor
· 2,511 Views
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From APIs to Event-Driven Systems: Modern Java Backend Design
Modern Java backend design is evolving from traditional APIs to event-driven architectures, enabling more scalable, resilient, and real-time distributed systems.
April 20, 2026
by Ramya vani Rayala
· 4,217 Views · 8 Likes
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Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them
Use Apache Iceberg to store embeddings as versioned datasets and treat the vector database as a derived retrieval index.
April 20, 2026
by Vivek Venkatesan
· 2,211 Views
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