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The Latest Testing, Deployment, and Maintenance Topics

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Metrics at a Glance for Production Clusters
Cut through the complexity and spotlight the essential metrics you need on your radar to quickly detect and address issues in production Kubernetes clusters.
May 19, 2025
by Ruturaj Kadikar
· 4,191 Views · 2 Likes
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AI-Driven Test Automation Techniques for Multimodal Systems
Learn how AI-powered test automation improves reliability and efficiency in multimodal AI systems by addressing complex testing challenges effectively.
May 19, 2025
by Gaurav Sharma
· 3,573 Views · 5 Likes
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Infrastructure as Code (IaC) Beyond the Basics
IaC has matured beyond basic scripting to offer scalable, secure cloud ops with reusable modules, testing, policy-as-code, and built-in cost optimization.
May 16, 2025
by Neha Surendranath
· 5,336 Views · 1 Like
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Unit Testing Large Codebases: Principles, Practices, and C++ Examples
This guide shares best practices for writing scalable unit tests in large C++ codebases, covering dependency injection, Google Test, and Google Mock.
May 16, 2025
by Smarth Behl
· 5,215 Views · 2 Likes
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The Full-Stack Developer's Blind Spot: Why Data Cleansing Shouldn't Be an Afterthought
Full-stack developers often focus on clean code but neglect clean data, leading to performance issues, security vulnerabilities, and frustrated users.
May 16, 2025
by Farah Kim
· 3,826 Views · 2 Likes
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Debugging With Confidence in the Age of Observability-First Systems
Test Automation supports observability-first teams by enabling faster defect triage, smarter debugging and resilient deployments in complex environments.
May 16, 2025
by Harini Shankar
· 2,478 Views
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Accelerating Debugging in Integration Testing: An Efficient Search-Based Workflow for Impact Localization
Parallelized 5-Point Adaptive Search boosts debugging in CI/CD by rapidly finding failing builds using parallelism and early test result analysis.
May 16, 2025
by Arun Vishwanathan
· 3,014 Views · 1 Like
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Data Quality: A Novel Perspective for 2025
New testing techniques, smarter anomaly detection, and multi-cloud strategies are improving data reliability. Advanced tools are revolutionizing data quality management.
May 16, 2025
by Srinivas M
· 3,713 Views · 1 Like
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AI-Driven Root Cause Analysis in SRE: Enhancing Incident Resolution
This article examines how AI is transforming root cause analysis (RCA) in Site Reliability Engineering by automating incident resolution and improving system reliability.
May 16, 2025
by Nikhil Kapoor
· 4,806 Views · 5 Likes
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AWS to Azure Migration: A Cloudy Journey of Challenges and Triumphs
Migrating from AWS to Azure isn’t a simple swap — it needs planning, testing, and adaptation, from cost benefits to Microsoft integration.
May 15, 2025
by Abhi Sangani
· 5,464 Views
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Integrating Google BigQuery With Amazon SageMaker
This guide explains how to connect Google BigQuery to Amazon SageMaker Studio using Data Wrangler for real-time machine learning.
May 15, 2025
by Shamnad Mohamed Shaffi
· 5,445 Views · 1 Like
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Detection and Mitigation of Lateral Movement in Cloud Networks
Learn how hackers bypass lateral movement detection, their advanced techniques, and practical strategies like microsegmentation and AI to secure your network.
May 15, 2025
by Tanvir Kaur
· 6,534 Views · 1 Like
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Optimizing Integration Workflows With Spark Structured Streaming and Cloud Services
Learn how Spark Structured Streaming and cloud services optimize real-time data integration with scalable, fault-tolerant workflows for modern applications.
May 15, 2025
by Bharath Muddarla
· 7,715 Views · 3 Likes
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Designing a Java Connector for Software Integrations
A Java connector unites different systems by allowing them to send information effectively while making crucial data freely available through interoperable interfaces.
May 15, 2025
by Anant Wairagade
· 7,421 Views · 1 Like
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Integration Isn’t a Task — It’s an Architectural Discipline
Integration isn’t a quick fix — it’s core architecture. API-first design ensures systems stay flexible, scalable, and reliable.
May 15, 2025
by David Brown DZone Core CORE
· 4,984 Views · 2 Likes
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Vibe Coding With GitHub Copilot: Optimizing API Performance in Fintech Microservices
Can GitHub Copilot optimize fintech APIs? We test its performance, help, vibe coding flow, real-world impact, and limits.
May 15, 2025
by Sibasis Padhi
· 8,239 Views · 8 Likes
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How To Develop a Truly Performant Mobile Application in 2025: A Case for Android
High-performance Android apps require optimizing memory, load times, network, and device compatibility to create seamless, responsive user experiences.
May 14, 2025
by Farhana Haque
· 3,148 Views
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Beyond Code Coverage: A Risk-Driven Revolution in Software Testing With Machine Learning
Machine learning-driven, risk-based testing targets critical risks, automates test selection, and improves software reliability.
May 14, 2025
by Gopinath Kathiresan
· 4,051 Views · 2 Likes
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A Simple, Convenience Package for the Azure Cosmos DB Go SDK
Learn about cosmosdb-go-sdk-helper: Simplify Azure Cosmos DB operations with Go. Features auth, queries, error handling, metrics, and Azure Functions support.
May 14, 2025
by Abhishek Gupta DZone Core CORE
· 3,781 Views · 1 Like
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Agile and Quality Engineering: A Holistic Perspective
Discover how Scrum and Agile principles drive collaboration, early feedback, and test automation to deliver high-quality, user-centric software at speed.
May 13, 2025
by Samuel Maniraj Selvaraj
· 2,618 Views · 1 Like
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