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Building a Spring AI Assistant With MCP Servers: A Step-by-Step Tutorial
Part 1 of a step-by-step tutorial that integrates an AI assistant with two dedicated MCP servers and sets the foundation for going to production.
June 2, 2026
by Horatiu Dan DZone Core CORE
· 1,297 Views · 3 Likes
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Alternative Structured Concurrency
My goal here is to experiment with an alternative approach leveraging Java's tried-and-tested, robust functionalities that have been available since JDK 1.5.
June 2, 2026
by Valery Silaev
· 1,384 Views
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5 AI Security Incidents That Broke Things in Production (and What They Have in Common)
Five real incidents from late 2025 and early 2026 show what happens when automated systems outpace the controls around them.
June 2, 2026
by Lavanya Chandrasekharan
· 1,605 Views
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The Agentic Agile Office: Streamlining Enterprise Agile With Autonomous AI Agents
Agentic Agile Office uses autonomous AI agents to cut admin overhead, detect risks early, and shift teams from manual tracking to intelligent, high-velocity delivery.
June 1, 2026
by Madhusudhan Chivukula
· 1,089 Views · 1 Like
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GenAI Implementation Isn't Magic — It’s a Lifecycle
GenAI apps follow a structured lifecycle — requirements, data, models, prompts, architecture, testing, deployment, and monitoring — to build scalable systems.
June 1, 2026
by Ajay Singh
· 1,223 Views · 1 Like
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MuleSoft IDP: Enhancing Efficiency and Accuracy in Data Extraction
MuleSoft IDP uses AI to extract and structure data from documents like invoices and PDFs, helping automate workflows, reduce errors, and improve processing speed.
June 1, 2026
by Jitendra Bafna
· 1,092 Views
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Jakarta EE 12: Entering the Data Age of Enterprise Java
Jakarta EE 12 introduces the Data Age of Enterprise Java with Jakarta Query, improved data access, and a unified model for cloud-native and polyglot systems.
June 1, 2026
by Otavio Santana DZone Core CORE
· 8,746 Views
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Design Patterns for GenAI Creative Systems in Advertising
Reviewing every AI-generated ad by hand doesn't scale — here's how the human oversight grows smarter instead of just bigger.
June 1, 2026
by Sriharsha Makineni
· 853 Views
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Slopsquatting: Building a Scanner That Catches AI-Hallucinated Packages Before They Reach Production
AI aids coding, but hallucinations create "slopsquatting" risks. Secure your supply chain with my new open-source scanner to detect phantom packages.
May 29, 2026
by Denis Ermakov
· 8,801 Views · 1 Like
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LLM-Powered Deep Parsing for Industrial Inventory Search
LLM-powered deep parsing converts messy industrial inventory data into structured, searchable data, enabling precise searches and scalable deduplication.
May 29, 2026
by Andrey Chubin
· 2,058 Views
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Zero-Downtime Deployments for Java Apps on Kubernetes
Achieve zero-downtime deployments for Java applications on Kubernetes using rolling updates, readiness/liveness probes, and graceful shutdown strategies.
May 29, 2026
by Ramya vani Rayala
· 3,195 Views
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Pragmatica Aether: Let Java Be Java
A modern, distributed, fault-tolerant runtime environment for the language that was intentionally designed for managed environments.
May 29, 2026
by Sergiy Yevtushenko
· 3,413 Views · 1 Like
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Chaos Engineering Has a Blind Spot. Agentic AI Lives in It.
Chaos tests can prove your RAG pipeline survived failure, but not that it stayed correct. Learn how behavioral checks catch silent AI drift.
May 28, 2026
by Sayali Patil
· 4,259 Views · 3 Likes
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Your AI Agent Tests Are Passing, But Your Agent Is Still Broken
How to test AI agents that call tools — five patterns using traces and behavior contracts to catch bugs your current tests miss.
May 28, 2026
by Biresh Patel
· 2,067 Views
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Why Your DLP Policies Fall Short the Moment AI Agents Enter the Picture
AI agents have access, move at machine speed, and raise no alarms. Your DLP was built for humans — by the time it flags risk, the data is already gone.
May 28, 2026
by Priyanka Neelakrishnan
· 2,150 Views
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RAG Is Not Enough: Advanced Retrieval Architectures Using Vertex AI Search on GCP
Basic RAG breaks in production. Learn how hybrid retrieval, re-ranking, and metadata filtering enable reliable, production-grade GenAI systems.
May 28, 2026
by Abdul Rasheed Shaik
· 1,933 Views
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AI Paradigm Shift: Analytics Without SQL
An AI-native analytics agent sits between users and the data warehouse, translating natural-language questions into governed SQL or Python workflows and dashboards.
May 28, 2026
by Haricharan Shivram Suresh Chandra Kumar
· 1,897 Views
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From AI Chaos to Control: Building Enterprise-Grade LLM Gateways With MuleSoft Anypoint
This article explains how an AI Gateway centralizes LLM access, enabling secure routing, governance, cost control, and visibility for scalable AI adoption.
May 28, 2026
by Jitendra Bafna
· 1,957 Views
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Stateless JWT Auth Microservice Architecture With Spring Boot 3 and Redis Sentinel
Design a stateless JWT auth service with Spring Boot 3, Redis caching, and Sentinel for high availability, faster token validation, and reduced DB load.
May 27, 2026
by Erkin Karanlık
· 2,916 Views · 1 Like
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Feature Flag Debt: Performance Impact in Enterprise Applications
Feature flags help teams move fast, but when they’re not cleaned up, they quietly add extra code, slow down performance, and make applications harder to maintain.
May 27, 2026
by Poornakumar Rasiraju
· 2,781 Views · 1 Like
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