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Latest Articles - DZone

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Contract-First Integration: Building Scalable Systems With Flyway, OpenAPI, and Kafka
Define API, event, and DB contracts upfront to enable parallel development, catch breaking changes in CI, and maintain consistent, reliable integrations.
May 29, 2026
by Wallace Espindola
· 2,367 Views
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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
· 4,570 Views · 3 Likes
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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
· 4,057 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
· 2,368 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
· 2,425 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
· 2,079 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
· 2,155 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
· 2,430 Views · 1 Like
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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
· 1,691 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
· 2,192 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
· 1,830 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
· 2,382 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
· 3,367 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
· 2,080 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
· 3,721 Views · 1 Like
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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
· 1,933 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
· 3,993 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
· 6,618 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 DZone Core CORE
· 2,591 Views · 1 Like
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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
· 2,055 Views
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