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The Latest Testing, Deployment, and Maintenance Topics

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What Is API Testing?
API testing explained: Learn what an API is, its different testing types, tools, and benefits to improve software quality and reliability.
October 13, 2025
by Faisal Khatri DZone Core CORE
· 2,163 Views · 4 Likes
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AI Infrastructure: Compute, Storage, Observability, Security, and More
In this final article, you will learn about AI infrastructure compute, storage, observability, optimization, security, and deployment architecture.
October 13, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 2,512 Views · 4 Likes
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Write Once, Enforce Everywhere: Reusing Rego Policies Across Build and Runtime
Stop writing the same policy twice. With the use of Rego, you can enforce the same exact rules, both in CI/CD and in production.
October 13, 2025
by Akshay Pratinav
· 2,144 Views · 2 Likes
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Diving into JNI: My Messy Adventures With C++ in Android
JNI is powerful but tricky. Automate boilerplate with generators, carefully manage references, test with CheckJNI, and embrace the chaos; it gets satisfying.
October 10, 2025
by Ruslan Vidzert
· 3,924 Views · 3 Likes
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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
· 5,045 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
· 4,857 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
· 4,450 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
· 3,620 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
· 2,969 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
· 4,781 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
· 3,004 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
· 3,093 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
· 3,819 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
· 5,214 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
· 4,390 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
· 1,325 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
· 2,400 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
· 3,150 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
· 3,363 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
· 3,252 Views · 3 Likes
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