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The Latest Testing, Tools, and Frameworks Topics

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Streamlining Incident Management with IBM Cloud Logs, Event Notifications, and PagerDuty
Learn faster detection and response: Instead of manually scanning logs, teams get real-time alerts when log patterns indicate a problem.
December 8, 2025
by Pradeep Gopalgowda
· 1,708 Views · 1 Like
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Disaster Recovery Testing for DevOps
When we think of Disaster Recovery, we expect instant restoration after deletions, outages, or attacks — but is that really how it works in practice?
December 8, 2025
by Daria Kulikova
· 2,455 Views · 3 Likes
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AWS Agentic AI for App Portfolio Modernization
AWS Agentic AI automates and enriches portfolio assessments, fusing business context with technical signals to deliver faster, more consistent modernization decisions.
December 5, 2025
by Subrata Saha
· 3,435 Views · 1 Like
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Web App Load Testing Using Maven Plugins for Apache JMeter, and Analyzing the Results
How to perform a complete load-testing with Java Maven and processing the performance metrics through a dedicated POM file
December 2, 2025
by Vincent DABURON
· 7,484 Views · 3 Likes
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Introducing the Testing Vial: a (better?) alternative to Testing Diamond and Testing Pyramid
The Testing Pyramid focuses on Unit Tests; the Testing Diamond focuses on Integration Tests; and what about the Testing Vial?
December 1, 2025
by Davide Bellone
· 816 Views · 1 Like
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How To Restore a Deleted Branch In Azure DevOps
Deleted an Azure DevOps branch? Recovery is your responsibility. See how to restore branches and why a proper backup strategy is essential when failure strikes.
November 27, 2025
by Milosz Jesis
· 1,901 Views
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AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma
When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.
November 27, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 5,035 Views · 2 Likes
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Automating FastAPI Deployments With a GitHub Actions Pipeline
In this post, you’ll learn how to automate FastAPI deployments with GitHub Actions so every push runs tests and triggers a clean, hands-off deployment.
November 27, 2025
by Durojaye Olusegun
· 4,933 Views · 5 Likes
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How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions
Learn how to automate CI/CD with GitHub Actions to build, tag, and push Docker images to AWS ECR, simplifying deployments directly from your repo.
November 26, 2025
by Purnima Upadhyaya
· 4,797 Views
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How to Test POST Requests With REST Assured Java for API Testing: Part I
Test POST requests with REST Assured for API testing with this step-by-step guide for software test automation engineers, designed to build reliable API tests.
November 25, 2025
by Faisal Khatri DZone Core CORE
· 4,696 Views
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Effective Strategies for AWS Cost Optimization
Proven tips and techniques for optimizing AWS costs, including monitoring usage, setting budgets, and leveraging cost-effective services
November 25, 2025
by Prabhakar Mishra
· 2,579 Views · 1 Like
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Software Testing in the AI Era - Evolving Beyond the Pyramid
Rethinking the canonical three-tiered software testing pyramid and software quality assurance strategies in the decade of AI
November 21, 2025
by Surbhi Madan
· 2,278 Views · 3 Likes
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Good CI Is the Key to a Great Developer Onboarding Experience
When a developer starts working on a product, a good continuous integration setup can go a long way in making them comfortable in the new assignment.
November 19, 2025
by Shibashis Mishra
· 3,608 Views · 2 Likes
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DPDK Cryptography Build and Tuning Guide
This is a guide to building and tuning DPDK with ARMv8, OpenSSL, and IPSec crypto libraries on Ampere processors for optimal packet-processing performance.
November 19, 2025
by David Zeng
· 1,766 Views · 1 Like
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Faster Build & Test Loops, Better DevX
Developers rerun builds and tests frequently before opening a PR, so tests should be optimized and run intelligently to save time.
November 19, 2025
by Shibashis Mishra
· 1,365 Views · 2 Likes
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Building a Containerized Quarkus API on AWS ECS/Fargate With CDK
Build production-ready Quarkus API on AWS ECS with CDK Infrastructure as Code. Includes database integration, caching, and comprehensive testing.
November 18, 2025
by Nicolas Duminil DZone Core CORE
· 4,983 Views
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From Data Lakes to Intelligence Lakes: Augmenting Apache Iceberg With Generative AI Metadata on AWS
Build an AI-augmented data lake using Iceberg, Glue, and Bedrock to turn static metadata into searchable intelligence with semantic tags and AI summaries.
November 17, 2025
by Vivek Venkatesan
· 5,553 Views · 1 Like
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How Agentic AI Enhances API Testing
Agentic AI addresses API testing issues through test creation and maintenance, intelligent test coverage, and more. Here's how to prepare development workflows for AI.
November 17, 2025
by Zac Amos
· 3,123 Views · 3 Likes
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Integrating AWS With Okta for Just-in-Time (JIT) Access: A Practical Guide From the Field
Static IAM users, login roles were killing our security posture and slowing everyone down. So we wired Okta and AWS with SAML and Okta Workflows for JIT access.
November 17, 2025
by Sanjay Kurra
· 4,545 Views · 3 Likes
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5 Agent CI/CD Evaluation Best Practices
5 lessons for AI agent evaluations we've learned the hard way: utilizing soft failures, automatic retries, explanations, avoiding flaky tests, and localized triggers.
November 14, 2025
by Lior Gavish
· 1,649 Views · 1 Like
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