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Latest Articles - DZone

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Building a Zero-Cost Approval Workflow With AWS Lambda Durable Functions
Learn how to build an ETL pipeline with human-in-the-loop approval that costs nothing while waiting — and see real cost data from processing 1,000 documents.
May 28, 2026
by Harpreet Siddhu
· 4,955 Views · 1 Like
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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
· 2,819 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
· 2,855 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
· 2,587 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
· 2,748 Views
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Building a DevOps-Ready Internal Developer Platform: A Hands-On Guide to Golden Paths, Self-Service, and Automated Delivery Pipelines
Learn how to build an internal developer platform with golden paths, GitOps, CI/CD, observability, and governance built into workflows.
May 28, 2026
by Mirco Hering DZone Core CORE
· 3,349 Views · 2 Likes
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Master-Class: Understanding Database Replication (Single, Multi, and Leaderless)
This article walks through the different database replication strategies, provides practical insights, identifies common pitfalls, and explains how to overcome them.
May 28, 2026
by Piyush Gupta
· 2,008 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
· 2,701 Views
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Detecting Advanced Persistent Threats Using Behavioral Analytics and Log Correlation
Behavior is the signal, correlation is the proof. Adaptive baselines plus time-windowed cross-plane correlation are limited by log quality, not model sophistication.
May 28, 2026
by Krishnaveni Musku
· 2,022 Views
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Ingesting Fixed-Width Mainframe Files Into Delta Lake: The Details Nobody Writes Down
Process mainframe fixed-width files by transcoding EBCDIC, extracting fields with Spark, decoding packed decimals, and validating data before loading to Delta Lake.
May 27, 2026
by Jeevan Krishna Paruchuri
· 2,749 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
· 4,402 Views · 1 Like
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Stop Running Two Data Systems for One Agent Query
Most RAG pipelines coordinate a vector database and a structured lakehouse that don't share a transaction model. Here's how to fix that with a unified approach.
May 27, 2026
by Varun Srinivas
· 3,007 Views
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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
· 4,780 Views · 2 Likes
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From Indicators to Insights: Automating IOC Enrichment Using Python and Threat Feeds
Normalize IOCs first, query inside-out, converge with provenance caching, and 429-aware retries keep enrichment pipelines reliable.
May 27, 2026
by Krishnaveni Musku
· 2,129 Views
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Docker Hardened Images Are Free Now — Here's What You Still Need to Build
Docker Hardened Images solve the CVE problem. But CVEs aren't why containers fail in production — governance gaps are. Here's the trust architecture that closes them.
May 27, 2026
by Shamsher Khan DZone Core CORE
· 4,631 Views
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Kafka and Spark Structured Streaming in Enterprise: The Patterns That Hold Up Under Pressure
The streaming patterns that survive in the enterprise are those built for scale, failure recovery, and long-term operability.
May 27, 2026
by Kuladeep Sandra
· 7,239 Views
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DevOps and Platform Engineering Readiness Checklist: Everything Needed for a Scalable, Secure, High-Velocity Delivery Platform
A practical checklist for platform engineering teams to improve DevOps, golden paths, reliability, governance, and developer experience at scale.
May 27, 2026
by Josephine Eskaline Joyce, Ph.D DZone Core CORE
· 3,782 Views · 2 Likes
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Programmatic Brand Extraction: Pulling Logos, Colors, and Assets from Any URL
OpenBrand is an open-source library that extracts structured brand assets from any URL - available as an npm package, API, or AI agent skill.
May 27, 2026
by Yixing Jiang
· 2,597 Views
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You Don't Get to Retrofit Trust: Why API Security Must Be Designed In, Not Bolted On
A field-level examination of how one startup got it right — and what the rest of the industry keeps getting catastrophically wrong.
May 27, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 3,501 Views
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Setting Up a Data Catalog With Azure Purview and Collibra: What Three Attempts Taught Me
Setting up a data catalog isn’t just a tool problem. My work with Azure Purview and Collibra showed success depends on governance, metadata, and adoption.
May 27, 2026
by Kuladeep Sandra
· 4,935 Views
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