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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
· 1,590 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
· 1,703 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
· 9,608 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
· 1,061 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
· 9,588 Views · 36 Likes
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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
· 2,488 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
· 4,401 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
· 4,498 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
· 5,012 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
· 2,714 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
· 2,613 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
· 2,272 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
· 2,479 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
· 2,543 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
· 4,098 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
· 4,519 Views · 2 Likes
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Architecting Zero-Trust AI Agents: How to Handle Data Safely
Transitioning AI agents from POC to production requires moving beyond permissive access to a zero-trust architecture. This covers the essential security layers.
May 26, 2026
by Felicia Thomson
· 6,383 Views · 3 Likes
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Bringing Intelligence Closer to the Source: Why Real-Time Processing is the Heart of Edge AI
Edge AI runs AI on devices for real-time decisions, cutting latency, boosting privacy, lowering costs, and working without internet for faster, reliable systems.
May 26, 2026
by Jitendra Bafna
· 3,043 Views
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Beyond Partitioning and Z-Order: A Deep Dive into Liquid Clustering for Unity Catalog Managed Tables
Liquid Clustering replaces rigid partitioning and Z-Order with adaptive clustering in Unity Catalog, improving performance with less maintenance.
May 26, 2026
by Seshendranath Balla Venkata
· 2,990 Views · 1 Like
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Rethinking Java CRUDs With Event Sourcing and CQRS Patterns
A short overview of the Event Sourcing and CQRS patterns, applied to Java CRUD applications, illustrated by a simple order management system.
May 26, 2026
by Nicolas Duminil DZone Core CORE
· 3,599 Views
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