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The Latest Data Engineering Topics

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AI Didn't Replace Seniors; It Just Made Them the Bottleneck
The code generation era shipped a paradox: faster output, slower understanding, and a talent pipeline headed for collapse.
May 5, 2026
by Abgar Simonean
· 2,983 Views · 3 Likes
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Evolving Spring Boot APIs to an Event-Driven Mesh
Learn to transform Spring Boot REST APIs into an event-driven architecture by utilizing Kafka, RabbitMQ, or NATS to enhance scalability, resilience, and responsiveness.
May 5, 2026
by Lavi Kumar
· 1,946 Views · 2 Likes
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Mastering Kubernetes to Maximize Your Cloud Potential
Understanding Kubernetes architecture through seven critical layers: storage, compute, networking, observability, security, dev tools, and CI/CD.
May 4, 2026
by Jaswinder Kumar
· 2,079 Views · 2 Likes
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AgentOps: The Next Evolution of DevOps for AI-Driven Systems
Explore AgentOps, the next evolution of DevOps for AI systems, enabling scalable, observable, and safe deployment of autonomous AI agents.
May 4, 2026
by Dennis Helfer
· 2,126 Views
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Integrating AI-Driven Decision-Making in Agile Frameworks: A Deep Dive into Real-World Applications and Challenges
AI + Agile boosts workflows via adaptability, retrospectives, and automation. Biggest gains come with human oversight, despite skills gaps and lack of standards.
May 4, 2026
by Abhijit Roy
· 2,640 Views · 2 Likes
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End-to-End Data Migration to S/4HANA Using LTMOM, ABAP Transformations and Validation Scripts
Migration Cockpit loads data, LTMOM handles custom transformations. Always simulate first and reconcile after — or you’ll find errors in production.
May 4, 2026
by Deepika Paturu
· 2,090 Views
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Building Fault-Tolerant Kafka Consumers in Spring Boot Using Retry, DLQ, and Idempotent Code Patterns
Retry transient failures, route poison messages to a DLQ, and deduplicate with a DB table three layers that turn a fragile Kafka consumer into a fault tolerant one.
May 4, 2026
by Mallikharjuna Manepalli
· 2,819 Views · 1 Like
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Understanding MCP Architecture: LLM + API vs Model Context Protocol
PDF chatbot demo comparing LLM+API vs MCP: direct calls are simple for one app; MCP adds a server layer for tool discovery, reuse, and standardization.
May 1, 2026
by Sanjay Mishra
· 5,143 Views · 3 Likes
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How to Log HTTP Incoming Requests in Spring Boot
In this article, you will learn how to log incoming requests in Spring Boot, using the class CommonsRequestLoggingFilter, through some simple configuration steps.
May 1, 2026
by Mario Casari
· 2,845 Views · 3 Likes
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Unlocking Smart Meter Insights with Smart Datastream
Platform turning complex smart meter data into usable, real-time insights via APIs — enabling scalable analytics, efficiency, and smarter energy decisions.
May 1, 2026
by Muhammad Rizwan
· 2,647 Views · 18 Likes
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Designing a Production-Grade Multi-Agent LLM Architecture for Structured Data Extraction
Find out how a multi-agent LLM system overcomes the unreliability of single-LLM extraction when processing large volumes of documents for structured data.
May 1, 2026
by Haricharan Shivram Suresh Chandra Kumar
· 3,162 Views
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6 Integration Patterns That Look Good on Paper and What Happens When They Hit Production
This article explores six commonly used enterprise integration patterns, the real world risks and the practical controls to build resilient systems.
May 1, 2026
by Priyanka Jayavel
· 2,316 Views · 1 Like
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Generate Random Test Data in PostgreSQL
Learn how to use PostgreSQL to generate random data for testing purposes, and use PL/pgSQL to automatically insert random values into your database tables.
May 1, 2026
by arvind toorpu DZone Core CORE
· 2,489 Views
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From SDLC to ADLC in AI
AI development breaks traditional SDLC rules. Learn why ADLC, outcome-driven iteration, and continuous feedback are key to scaling AI in enterprises.
May 1, 2026
by Adam Mattis
· 2,301 Views
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Clean Code: Concurrency Patterns, Context Management, and Goroutine Safety, Part 5
Context first, goroutines need exit paths, channels over mutexes for coordination — and always run go test -race before shipping.
May 1, 2026
by Vladimir Yakovlev
· 1,855 Views · 1 Like
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How AI Is Transforming Software Engineering and How Developers Can Take Advantage
AI is transforming software development by increasing speed, but developers still provide the judgment needed to build good software.
April 30, 2026
by Satyam Nikhra
· 2,374 Views
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Inside What Actually Breaks in Large-Scale S/4HANA Conversions (And How to Prevent It)
Custom ABAP breaks silently in S/4HANA familiar tables like BKPF/BSEG and MKPF/MSEG are gone and your code won't know until it returns nothing.
April 30, 2026
by Deepika Paturu
· 1,857 Views
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End-to-End Event Streaming With Kafka, Spring Boot and AWS SQS/SNS (Production-Ready Code Guide)
Kafka streams it, SNS fans it out, and SQS decouples it — three platforms, one resilient event pipeline wired together with Spring Boot.
April 30, 2026
by Mallikharjuna Manepalli
· 2,862 Views · 3 Likes
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AI Agents for DevOps on Kubernetes Need Real Engineering, Not Magic
Kubernetes incident triage: OpenTelemetry → Kafka → CrewAI → RBAC scale. DORA 2024: 75% AI use, 39% low trust. AI correlates, humans approve changes.
April 30, 2026
by Abdul Majid Qureshi
· 2,547 Views
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5 Ways Azure AI Search Enhances Enterprise RAG Architectures
Azure AI Search enhances RAG through hybrid search, semantic reranking, and enterprise-grade security for scalable production AI apps.
April 30, 2026
by Jubin Soni, FBCS DZone Core CORE
· 3,835 Views
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