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The Latest Testing, Deployment, and Maintenance Topics

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Stop React Native Crashes: A Production-Ready Error Handling Guide
Learn about various error types and three-layer error handling to build reliable and resilient React Native mobile applications.
October 10, 2025
by Anujkumarsinh Donvir DZone Core CORE
· 4,917 Views · 2 Likes
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Fixing a Test Involves Much More Than Simply Making It Pass
Learn why using Postman's 'Fix test' may mask bugs — tips to investigate failures, preserve test intent, and protect API reliability. Verify, then act.
October 10, 2025
by Stelios Manioudakis DZone Core CORE
· 4,780 Views · 3 Likes
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AI-Assisted Kubernetes Diagnostics: A Practical Implementation
Proof-of-concept tool using GPT-4 to detect failing Kubernetes pods, analyze logs and events, and suggest fixes with human approval for common issues.
October 10, 2025
by Shamsher Khan DZone Core CORE
· 4,278 Views · 5 Likes
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Building Realistic Test Data in Java: A Hands-On Guide for Developers
Learn how to build a simple API that delivers believable fake users, perfect for testing, demos, or UI prototyping. No more “John Doe” data, finally, real-feel mocks.
October 10, 2025
by Wallace Espindola
· 3,398 Views · 8 Likes
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Popular DevOps Automation Tools
This post highlights popular DevOps tools that help automate workflows across CI/CD, IaC, configuration management, orchestration, and observability.
October 9, 2025
by Mariusz Michalowski
· 2,902 Views · 3 Likes
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Using LLMs to Automate Root Cause Analysis in Incident Response
LLMs streamline incident response by quickly identifying root causes from logs and alerts, cutting down manual effort and downtime.
October 9, 2025
by Venkatesan Thirumalai
· 4,495 Views · 3 Likes
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Virtualization Meets Acceleration: Powering AI Workloads
AI doesn’t need new infrastructure — just smarter use of what you already have. Scale it securely and efficiently using your existing Cisco and VMware infrastructure.
October 9, 2025
by Siva Kiran Nandipati
· 2,923 Views · 1 Like
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Golden Paths in IDPs: From Developer Chaos to Clarity
Golden paths in IDPs turn best practices into living standards, reducing chaos and enabling teams to deliver faster, safer, and at scale.
October 8, 2025
by Josephine Eskaline Joyce DZone Core CORE
· 2,996 Views · 3 Likes
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Building Cost-Effective Internet Scale Applications
How cloud developers can build highly scalable applications with zero initial cost of running the infrastructure and scale them to millions of user requests.
October 7, 2025
by Ranjit Aneesh
· 3,592 Views · 2 Likes
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Playwright for Real-Time Applications: Testing WebSockets and Live Data Streams
Use Playwright to reliably test real-time apps and capture WebSocket/SSE events, handle dynamic updates, simulate users, and catch edge cases for robust automation.
October 6, 2025
by Priti Gaikwad
· 4,904 Views · 3 Likes
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7 AWS Services Every Data Engineer Should Master
In 2025, S3, Glue, Lambda, Athena, Redshift, EMR, and Kinesis form the core AWS toolkit for building fast, reliable, and scalable data pipelines.
October 6, 2025
by Sai Mounika Yedlapalli
· 4,247 Views · 3 Likes
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Elevate Customer Engagement by Adding Google Play Instant to Your Android App
Learn how to make your Android app more accessible by using Google Play Instant, which allows users to try your app without having to download it.
October 6, 2025
by Mohit Agrawal
· 1,240 Views
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Developer Journey: Debug Complex Systems With Zero Context
Facing a critical bug in unfamiliar code? Leverage documentation, automation, tests, observability, dependency fakes, policies, and AI to debug efficiently.
October 6, 2025
by Shibashis Mishra
· 2,310 Views · 3 Likes
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Enabling Risk Management With AI/ML Powered by Cloud Native Data Architecture
Leverage cloud-native architectures to improve data quality, automate risk management, and enhance ML-driven financial crime detection.
October 3, 2025
by Pradyumna Shukla
· 3,065 Views · 2 Likes
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Multi-Cloud Infrastructure Challenges and Solutions
Multi-cloud brings resilience but also complexity, drift, security, and cost challenges. IaC, automation, and unified monitoring turn it into an advantage.
October 3, 2025
by Durojaye Olusegun
· 3,257 Views · 3 Likes
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Testing Updates in Insert-Only Ledger Tables and Understanding Updates in Updatable Ledger Tables
SQL Server ledger tables ensure data integrity: insert-only tables block updates, while updatable ones log every change. Learn how each handles updates.
October 2, 2025
by arvind toorpu DZone Core CORE
· 2,998 Views · 3 Likes
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AI Infrastructure Guide: Tools, Frameworks, and Architecture Flows
This guide covers AI infrastructure, from hardware acceleration and model serving to monitoring and security, with tools, patterns, and strategies proven in production.
October 2, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 4,083 Views · 6 Likes
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Infrastructure as Code (IaC) in a Multi-Cloud Environment: Consistency and Security Issues
IaC streamlines multi-cloud and DevOps with automation, but challenges like drift, fragmentation, leaks, and weak encryption remain.
October 2, 2025
by Olha Krasnozhon
· 3,948 Views · 1 Like
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Implement a Circuit Breaker for an Unavailable API Service Running in App Connect on CP4I Using Red Hat Service Mesh
Learn how to implement the Circuit Breaker pattern using Red Hat OpenShift Service Mesh and IBM App Connect to prevent app outages.
October 2, 2025
by Abhinav Priyadarshi
· 2,439 Views · 2 Likes
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Bounded Rationality: Why Time-Boxed Decisions Keep Agile Teams Moving
Agile teams thrive on speed. Time-boxed decisions apply bounded rationality to avoid analysis paralysis, reduce decision fatigue, and deliver value faster.
October 1, 2025
by Pabitra Saikia DZone Core CORE
· 2,912 Views · 3 Likes
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