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Latest Articles - DZone

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Agents, Tools, and MCP: A Mental Model That Actually Helps
Why more layers doesn't mean a better AI system, and how to think about agents, tools, memory, and MCP as building blocks you actually control.
July 15, 2026
by Jennifer Reif DZone Core CORE
· 4,595 Views · 5 Likes
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How to Build a Brand Monitoring Dashboard With SerpApi and Python
Track your brand across Google News, YouTube, and online discussions in a single Python dashboard with data from SerpApi.
July 14, 2026
by Tomas Murua
· 3,922 Views · 2 Likes
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12 Factor Framework for Building Secure and Compliant Cloud Applications
Learn how a practical 12-factor framework embeds security, compliance, resilience, and governance into cloud-native applications.
July 14, 2026
by Josephine Eskaline Joyce, Ph.D DZone Core CORE
· 3,422 Views · 4 Likes
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GraphRAG in Practice Using Spring AI, Neo4j, and Goodreads Data
Building a GraphRAG application with Spring AI and Neo4j, covering data modeling, Cypher-based data loading, vector search, and key gotchas.
July 14, 2026
by Akmal Chaudhri DZone Core CORE
· 6,809 Views · 4 Likes
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Compliance Reporting Without Losing the Spreadsheet or the Control
Keep the spreadsheet UI for domain experts, but move validation, execution, logging, and export into a governed Java application.
July 14, 2026
by Hawk Chen DZone Core CORE
· 4,137 Views · 3 Likes
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Do We Test Just to Find Bugs?
Framing testing as just a bug-finding activity results in a number of consequences that this article discusses.
July 14, 2026
by Stelios Manioudakis DZone Core CORE
· 4,389 Views · 3 Likes
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Scaling Teams, Scaling Systems: Unlocking Developer Productivity With Platform Engineering
Platform engineering scales teams and systems, streamlines workflows, and reduces friction—driving faster delivery, collaboration, and sustainable growth.
July 14, 2026
by Ammar Husain DZone Core CORE
· 3,512 Views · 2 Likes
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AWS Glue ETL Design Principles for Production PySpark Pipelines
Learn eight AWS Glue ETL design principles for building production PySpark pipelines that are maintainable, scalable, observable, and cost-efficient.
July 14, 2026
by Janani Annur Thiruvengadam DZone Core CORE
· 3,900 Views · 3 Likes
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From Gherkin to Source Code Without Losing the Business Language
Instead of hiding business rules inside technical layers, I'll show how to keep them visible and explicit in the code. The code reads like the original Gherkin scenario.
July 14, 2026
by Douglas Cardoso
· 3,660 Views · 2 Likes
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Differential Flamegraphs in Java in Jeffrey Microscope
How to set up a secondary profile and pinpoint the precise frames responsible for a performance change between two JFR recordings.
July 14, 2026
by Petr Bouda DZone Core CORE
· 2,366 Views · 2 Likes
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The Role of Multi-Agent AI in Optimizing Warehouse Logistics
Multi-agent AI streamlines warehouse logistics by coordinating inventory, fulfillment, and automation in real time to improve efficiency and reduce costs.
July 13, 2026
by Lilly Gracia
· 1,998 Views · 2 Likes
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API Facade vs. Orchestration vs. Eventing, Now With AI in the Loop
Discover architectural patterns for integrating AI into enterprise systems without sacrificing governance, reliability, observability, or loose coupling.
July 13, 2026
by Jubin Soni, FBCS DZone Core CORE
· 6,063 Views · 3 Likes
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Implementing Zero-Trust Networking and Identity for Microsoft Foundry Agents
This article explains how to implement a zero-trust security architecture for Microsoft Foundry agents by combining identity-first authentication.
July 13, 2026
by Jubin Soni, FBCS DZone Core CORE
· 4,965 Views · 2 Likes
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Machine Identity Debt: Why Human Identity Is No Longer Cloud Security's Primary Boundary
Machine identities now outnumber human ones in cloud environments. Learn how to secure workloads with modern identity governance and trust.
July 13, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 6,928 Views · 2 Likes
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Building Evaluation, Cost Governance, and Observability for a Multi-Agent System in Microsoft Foundry
This article walks through building a production-ready multi-agent AI system using Microsoft's AI stack, focusing on the operational capabilities.
July 13, 2026
by Jubin Soni, FBCS DZone Core CORE
· 5,229 Views · 2 Likes
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Performance Testing RAG Applications: Complete Engineering Guide
In this blog post, we will see how to perform a performance test on a retrieval-augmented generation (RAG) application properly, covering both speed and correctness.
July 13, 2026
by NaveenKumar Namachivayam DZone Core CORE
· 3,601 Views · 2 Likes
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Jeffrey Microscope for Generating Flame Graphs in Java
Jeffrey Microscope is a deep analyzer for JFR recordings, with a particular focus on flamegraphs generated from stacktrace-based events
July 13, 2026
by Petr Bouda DZone Core CORE
· 3,061 Views · 2 Likes
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Building Reliable Async Processing Pipelines Using Temporal
Temporal replaces complex retry, recovery, and queue-handling logic with durable workflows that automatically recover from failures and resume execution reliably.
July 13, 2026
by Akhil Madineni DZone Core CORE
· 2,505 Views · 3 Likes
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Goodbye, Skeleton Keys: Why Machine Identity Broke IAM, and What SPIFFE Is Doing About It
The Salesloft Drift breach showed why machine identity has outgrown IAM. Here’s how SPIFFE can reduce token sprawl and trust risk.
July 13, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 3,163 Views · 1 Like
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Building Cross-Team SLO Contracts for Performance Accountability
Cross-team latency problems are accountability problems, not just profiling problems. An SLO contract is one way to solve this.
July 10, 2026
by Ujjwal Gulecha
· 3,574 Views
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