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The Latest Testing, Tools, and Frameworks Topics

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Why CI and CD Should Be Treated as Separate Disciplines (Not CI/CD)
Continuous integration and continuous delivery serve different purposes in the development pipeline — optimizing each independently leads to better outcomes.
September 29, 2025
by Shibashis Mishra
· 2,176 Views · 6 Likes
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AWS Glue Crawlers: Common Pitfalls, Schema Challenges, and Best Practices
Learn key challenges and best practices for using AWS Glue crawlers, from handling CSV schema issues to schema evolution, partitions, and ETL jobs.
September 25, 2025
by Saradha Nagarajan
· 4,077 Views
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Top 7 Mistakes When Testing JavaFX Applications
Testing JavaFX programs may seem non-trivial at first. This article describes the most common mistakes when testing desktop apps, their causes, and solutions.
September 24, 2025
by Catherine Edelveis
· 4,401 Views · 1 Like
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Testing Automation Antipatterns: When Good Practices Become Your Worst Enemy
This article provides a look at common test automation antipatterns, why they seem useful at first, and how they create long-term problems if not addressed.
September 23, 2025
by Francisco Moreno DZone Core CORE
· 1,945 Views · 1 Like
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Scaling ML Experiments: The High-Throughput Playbook
Learn why A/B testing is vital for product decisions and how overlapping experiments boost speed, reduce bias, and scale learning across teams.
September 23, 2025
by Arun Thomas
· 992 Views · 1 Like
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Integrating AI Into Test Automation Frameworks With the ChatGPT API
Learn how integrating AI can generate realistic data for an automation framework, detect log anomalies, and enhance the reliability of CI/CD runs.
September 22, 2025
by Serhii Romanov
· 4,296 Views · 7 Likes
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Azure IOT Cloud-to-Device Communication Methods
Learning and choosing the correct cloud-to-device communication method to send a message to the device using the Azure IoT Hub to build an effective IoT system.
September 22, 2025
by Anup Rao
· 2,988 Views
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Distributed Cloud-Based Dynamic Configuration Management
This article is about creating dynamic configurations and efficiently reloading them with a cache to avoid charges for excessive calls.
September 19, 2025
by Alankrit Kharbanda
· 3,243 Views · 1 Like
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LLMs for Debugging Code
Learn how LLMs can analyze code, assist in debugging workflows, and where their current limitations open space for future innovation.
September 18, 2025
by Surya Teja Appini
· 4,562 Views · 3 Likes
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Blueprint for Agentic AI: Azure AI Foundry, AutoGen, and Beyond
Azure AI Foundry and AutoGen enable scalable, collaborative AI agents that automate complex tasks with minimal human effort.
September 18, 2025
by Anand Singh
· 4,002 Views · 1 Like
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Remote Android Management: A Step-by-Step Guide
Learn to build a reliable, subtle, and invisible tool to wirelessly control the volume of an Android phone using your computer and a Python script.
September 18, 2025
by Sergei Shaikin
· 1,878 Views · 2 Likes
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Enable AWS Budget Notifications With SNS Using AWS CDK
Learn how to set up AWS Budget notifications with SNS using AWS CDK in TypeScript, including gotchas around IAM and KMS policies.
September 17, 2025
by Jeroen Reijn DZone Core CORE
· 2,769 Views · 2 Likes
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Building a Platform Abstraction for EKS Cluster Using Crossplane
Build Crossplane abstractions that let your devs request EKS clusters without writing infrastructure code. Create XRD and composition to hide details.
September 17, 2025
by Ramesh Sinha
· 4,035 Views · 2 Likes
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How to Migrate from Java 8 to Java 17+ Using Amazon Q Developer
Learn how Amazon Q developer is speeding up application modernization and other benefits it offers to enterprises and developers
September 16, 2025
by Prabhakar Mishra
· 3,749 Views · 1 Like
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Implementing a Weekly Release Cycle for Mobile Apps
Weekly app updates aren’t just fast, they’re smart. With automation, testing, and feedback loops, top apps like Calm and Spotify keep improving without chaos.
September 16, 2025
by Mohammad Al-Rasheed
· 2,620 Views · 1 Like
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Multi-Agent (Multi-Function) Orchestration With AWS Step Functions
Learn about multi-agent (multi-function) orchestration with AWS step functions, which helps to orchestrate the different functionalities to work as a task.
September 16, 2025
by Prabhakar Mishra
· 2,868 Views
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Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows
Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.
September 12, 2025
by Gopinath Kathiresan
· 15,964 Views · 1 Like
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Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options
AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.
September 12, 2025
by Aruun Kumar
· 2,882 Views · 2 Likes
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Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2
Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.
September 11, 2025
by Varun Dixit
· 2,445 Views · 2 Likes
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Azure VM Instance Types and Their Roles in Different Distributed Software Systems
Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.
September 11, 2025
by Srinivasarao Rayankula
· 19,647 Views · 3 Likes
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