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Latest Articles - DZone

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Distributed Systems and Cloud Efficiency: A Deep Dive
Cloud cost is a distributed systems failure mode. This article explains how to make it observable, prevent waste, and manage spend as an operational metric.
February 9, 2026
by David Iyanu Jonathan
· 674 Views
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Building a Self-Healing Observability System with AWS Bedrock AgentCore
This article explains how to build a self-healing observability system with AWS Bedrock AgentCore using AI agents to analyze and remediate infrastructure issues.
February 9, 2026
by Lakshmi Narayana Rasalay
· 1,506 Views
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Agentic DataOps With Guardrails: MCP and MWAA for Pipeline Incident Response
Treat MWAA failures like incident response. Use MCP for safe, bounded tools and a human-approved, audited, validated DAG trigger.
February 9, 2026
by Anusha Kovi DZone Core CORE
· 593 Views · 1 Like
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An AI-Driven Architecture for Autonomous Network Operations (NetOps)
NetOps teams often face a skills gap when troubleshooting complex infrastructure. This article presents an automation pattern for an AI co-pilot for incident response.
February 9, 2026
by Dippu Kumar Singh
· 1,367 Views
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Next-Level Persistence in Jakarta EE: How We Got Here and Why It Matters
From JPA to Jakarta Data and NoSQL, Jakarta EE embraces store-agnostic repositories and polyglot persistence in the enterprise Java model.
February 9, 2026
by Otavio Santana DZone Core CORE
· 1,297 Views · 2 Likes
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Agile’s AI-Driven Paradigm Shift
Agile’s AI-driven paradigm shift is here. “Good enough Agile” provides an income or perspective. Will you adapt—or fall behind?
February 9, 2026
by Stefan Wolpers DZone Core CORE
· 4,895 Views · 3 Likes
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Model Context Protocol Vs Agent2Agent: Practical Integration with Enterprise Data
MCP is production-ready for LLM-to-tool integration; A2A enables emerging multi-agent collaboration. They complement, not compete, and neither replaces Spark or Airflow.
February 9, 2026
by Ram Ghadiyaram DZone Core CORE
· 1,370 Views · 1 Like
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Understanding AI Agent Types:Guide to 8 Modern AI Architectures
A guide to eight AI agent types with implementations, real-world use cases, and selection framework. Learn about LCM, HRM, LAM, SLM, VLM, LRM, MOE, and GPT architectures.
February 6, 2026
by Ram Ghadiyaram DZone Core CORE
· 2,883 Views · 1 Like
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Building Modern Full-Stack Python Applications: MVC Architecture Meets Enterprise-Ready Python
Explore how MVC architecture and modern Python tooling (uv, Ruff, mypy) enable enterprise-ready full-stack development with practical FastAPI + Flet examples.
February 6, 2026
by Craig Oda DZone Core CORE
· 2,675 Views · 4 Likes
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Enabling Single-Sign-On in SaaS Application
Single sign-on plays an important role in enhancing the security of your application. Let's deep dive into implementing SSO in an Angular-based web application.
February 6, 2026
by Jiwan Gupta
· 1,267 Views
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The Real Cost of DevOps Backup Scripts
Backup scripts are one way to protect data, but are they the most secure backup solution? Let’s explore the potential alternatives.
February 6, 2026
by Milosz Jesis
· 595 Views
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The Self-Healing Directory: Architecting AI-Driven Security for Active Directory
Active Directory is the heartbeat of the enterprise, and a favorite target of attackers. Here is an architectural pattern for AI-driven anomaly detection and remediation.
February 6, 2026
by Dippu Kumar Singh
· 845 Views
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Hybrid Vector Graph with AI Agents for Software Test Case Creation
This article shows how multi-agent, vector-graph systems automate test creation, cutting manual effort while increasing coverage.
February 6, 2026
by Mohanakrishnan Hariharan
· 831 Views
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Best Java GUI Frameworks for Modern Applications
This article reviews the top 8 Java GUI frameworks — Swing, SWT, JGoodies, JavaFX, JIDE, Apache Pivot, Hibernate, and Spring.
February 6, 2026
by Rodolfo Ortega
· 3,472 Views
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ITSM Uncovered: How IT Teams Keep Businesses Running Smoothly
Modern ITSM is evolving from ticket-based incident handling into intelligent, automated resilience for cloud-native systems.
February 6, 2026
by Akshay Pratinav
· 1,557 Views · 1 Like
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How to Achieve More Accurate Data Extraction From Invoices
Document extraction accuracy improves most when multiple independent sources with failure modes are combined, and values are selected based on weighted agreement.
February 6, 2026
by Viacheslav Maksimov
· 444 Views
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Architecting Immutable Data Integrity with Amazon QLDB and Blockchain
Hashing detects tampering, but it doesn't prevent it. Here is an architectural pattern for securing business-critical files using Amazon QLDB and the Symbol Blockchain.
February 5, 2026
by Dippu Kumar Singh
· 798 Views
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What Is DevOps Automation? A Beginner-Friendly Guide
DevOps automation automates CI/CD, infrastructure, and operations to reduce manual work, improve reliability, and help teams scale software delivery.
February 5, 2026
by Ankush Madaan
· 505 Views · 1 Like
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When Your Cloud Bill Becomes an Outage
A deep dive into cost-aware reliability engineering, exposing how autoscaling, retries, and serverless systems can cause financial outages.
February 5, 2026
by David Iyanu Jonathan
· 416 Views
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Principles for Operating Large-Scale Global Production Systems with AI Innovation Across the Stack
AI speeds detection and remediation, protects error budgets, and boosts availability, linking reliability to user satisfaction at scale.
February 5, 2026
by Sayantan Ghosh
· 667 Views
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