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Latest Articles - DZone

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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
· 2,510 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
· 4,912 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
· 2,764 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
· 2,588 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
· 2,811 Views
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Why Playwright Gets Blocked After 200 Requests (And What To Do About It)
Playwright scrapers fail after 200 requests because anti-bot systems cross-reference browser fingerprints against network identity. CDP config and proxy fix.
May 1, 2026
by Josh Mellow
· 2,738 Views
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Bucket4j + Infinispan: A Deep Dive Into Implementation
This deep dive explores integrating Bucket4j with Embedded Infinispan to implement a distributed rate limiter with logic execution directly on the data-owning node.
May 1, 2026
by Arkadii Osheev
· 2,166 Views · 2 Likes
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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
· 2,193 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
· 2,350 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
· 2,224 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
· 1,753 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
· 2,300 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
· 1,731 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
· 2,637 Views · 3 Likes
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Java ProcessBuilder: Deadlocks, Zombies, and the 64 KB Wall
When Java spawns a child process, the OS creates a 64 KB pipe buffer that can silently deadlock your app. This is what happens at the kernel level and how to fix it.
April 30, 2026
by Haider Kagalwala
· 2,828 Views · 2 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
· 2,434 Views
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5 Layers of Prompt Injection Defense You Can Wire Into Any Node.js App
Regex-based input filtering alone won't stop prompt injection. This tutorial walks through a five-layer defense-in-depth strategy for Node.js apps.
April 30, 2026
by Raviteja Nekkalapu
· 2,515 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 Abhishek Soni DZone Core CORE
· 3,510 Views
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Clean Code: Package Architecture, Dependency Flow, and Scalability, Part 4
Flat imports, internal for business logic, interfaces at the consumer side — your utils package is an architecture smell.
April 30, 2026
by Vladimir Yakovlev
· 2,027 Views · 1 Like
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7 Techniques That Supercharged My Claude-Assisted Development
Claude Code turns your terminal into an AI collaborator — automating coding loops, scaling workflows, and accelerating development with structured, agentic execution.
April 30, 2026
by VIVEK KATARYA
· 1,774 Views
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