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Latest Articles - DZone

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5 AI Security Incidents That Broke Things in Production (and What They Have in Common)
Five real incidents from late 2025 and early 2026 show what happens when automated systems outpace the controls around them.
June 2, 2026
by Lavanya Chandrasekharan
· 1,975 Views
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The Agentic Agile Office: Streamlining Enterprise Agile With Autonomous AI Agents
Agentic Agile Office uses autonomous AI agents to cut admin overhead, detect risks early, and shift teams from manual tracking to intelligent, high-velocity delivery.
June 1, 2026
by Madhusudhan Chivukula
· 1,383 Views · 1 Like
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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
· 1,393 Views · 1 Like
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Optimizing Databricks Spark Pipelines Using Declarative Patterns
This article explains why hand-tuning Spark is becoming the slow path — and what the declarative alternatives actually look like in production.
June 1, 2026
by Seshendranath Balla Venkata
· 1,220 Views
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Data Contracts as the "Circuit Breaker" for Model Reliability
AI models do not fail due to bad coding; they fail due to an upstream change in the input. Combine contracts with circuit breakers to stop bad data from entering models.
June 1, 2026
by SRIRAMPRABHU RAJENDRAN
· 1,406 Views
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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
· 1,276 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
· 9,176 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
· 943 Views
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How SaaS Architectures Break at Scale — and the Engineering Decisions That Prevent It
A practical guide to SaaS architecture decisions that determine whether platforms scale cleanly or collapse under technical debt, security, and growth pressure.
June 1, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 1,318 Views
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Offline-First Patch Management for 10,000 Edge Nodes: A Practical Architecture That Scales
How we stopped fighting the network and started treating bandwidth as a scarce resource — and what happened to our patch success rate when we did.
June 1, 2026
by srinivas thotakura
· 1,436 Views
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Every Cache Miss Is a Tiny Tax on Your Performance
Cache misses add latency, load, and cost — optimize your cache hit ratio to reduce unnecessary backend work and keep systems fast at scale.
June 1, 2026
by Jayapragash Dakshnamurthy
· 1,355 Views
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A Hands-On ABAP RESTful Programming Model Guide
BAPIs are legacy; replace them with RAP-based APIs and EML in S/4HANA 2022 for cleaner, cloud-ready, upgrade-safe ABAP that SAP actually maintains.
June 1, 2026
by Deepika Paturu
· 829 Views
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Implementing Secure API Gateways for Microservices Architecture
Use Kong as an API gateway to centralize JWT auth, rate limiting, and access control across all microservices, keeping individual services focused on business logic.
May 29, 2026
by Mugunth Chandran
· 3,767 Views · 3 Likes
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Implementing Observability in Distributed Systems Using OpenTelemetry
Instrument a Python Flask service with OpenTelemetry auto trace requests, export metrics to Prometheus, and inject trace IDs into logs for observability in one setup.
May 29, 2026
by Mugunth Chandran
· 2,716 Views · 1 Like
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5 Common Security Pitfalls in Serverless Architectures
Developers should watch for over-privileged IAM roles, implicit trust in internal triggers, insecure secrets handling, and more.
May 29, 2026
by Zac Amos
· 2,468 Views · 1 Like
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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
· 9,033 Views · 2 Likes
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Event-Driven Pipelines With Apache Pulsar and Go
Build scalable, real-time pipelines with Apache Pulsar and Go using event-driven producers and consumers that communicate via Pulsar topics.
May 29, 2026
by Shivi Kashyap
· 2,757 Views
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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
· 2,168 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
· 3,703 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
· 3,962 Views · 1 Like
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