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The Latest Testing, Deployment, and Maintenance Topics

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Should You Switch to a Monorepo? A Developer’s No-Fluff Guide
Polyrepo - fast, autonomous repos; duplicate code and scattered tooling. Monorepo - single codebase, one-PR fixes; heavy build tooling and org-wide standards.
July 30, 2025
by Mohit Menghnani DZone Core CORE
· 3,278 Views · 2 Likes
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TypeScript in Cloud Applications: Why It’s a Powerful Choice
TypeScript blends static typing with JavaScript’s flexibility, boosting safety and speed for serverless, microservices, and scalable cloud app development.
July 29, 2025
by Rama Mallika Kadali
· 4,561 Views
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2025 Gartner Magic Quadrant for iPaaS: A Shift Towards Intelligent Automation
The 2025 Gartner iPaaS report highlights a shift toward AI-driven, low-code platforms, with Workato rising to Leader and MuleSoft slipping to Challenger.
July 29, 2025
by Susmit Dey DZone Core CORE
· 5,390 Views · 1 Like
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From Development to Deployment: Automating Machine Learning
A step-by-step journey of a machine learning model from development to deployment using containers and Infrastructure-as-Code tool Terraform.
July 29, 2025
by Yashraj Behera
· 2,384 Views · 4 Likes
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Building Secure Transaction APIs for Modern Fintech Systems Using GitHub Copilot
Use GitHub Copilot to build secure fintech APIs faster by adding input validation, rate limiting, and safe error handling, without compromising compliance or trust.
July 29, 2025
by Sibasis Padhi
· 2,682 Views · 3 Likes
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Why Most IaC Strategies Still Fail (And How to Fix Them)
Infrastructure as Code offers a compelling vision for solving the chaos of cloud ops, but in practice, many organizations remain tangled in complexity.
July 29, 2025
by Ido Neeman
· 2,016 Views
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AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider
The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.
July 28, 2025
by Sairamakrishna BuchiReddy Karri
· 2,300 Views
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Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL
Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.
July 28, 2025
by Aravind Nuthalapati DZone Core CORE
· 11,095 Views · 2 Likes
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Docker Model Runner Makes Running Models Simpler
Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.
July 28, 2025
by Siri Varma Vegiraju DZone Core CORE
· 2,844 Views · 1 Like
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5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever
Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.
July 28, 2025
by Nidhi Sharma
· 2,163 Views · 6 Likes
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Measuring DevOps Success in the Enterprise With DORA Metrics
Learn how DORA metrics help enterprises measure DevOps performance, boost software quality, and drive continuous improvement.
July 28, 2025
by May Sanders
· 1,619 Views · 2 Likes
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The Open Source Climate Stack: Essential GitHub Repos Powering the Decarbonization Movement
Discover essential GitHub repos powering decarbonization, from data analysis to modeling, and contribute to a sustainable future.
July 25, 2025
by Devin Partida
· 2,321 Views · 1 Like
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Configuring Embedded Global Cache for App Connect Enterprise Running in Containers
Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.
July 25, 2025
by Amar Shah
· 2,694 Views
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CI/CD at Scale: Smarter Pipelines for Monorepo Mayhem
Smarter CI/CD for monorepos: use affected-only builds, caching, AI, and modular pipelines to scale efficiently without sacrificing velocity.
July 25, 2025
by Mohit Menghnani DZone Core CORE
· 2,627 Views · 3 Likes
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Test Pyramid: Test Setup Best Practices
Here, I revisit the plain old test pyramid and will speak a lot about how one can structure the tests to make them more reliable and profitable.
July 25, 2025
by Bartłomiej Żyliński DZone Core CORE
· 1,325 Views · 2 Likes
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Modern Data Projects Need Agile Thinking — Not Just Tech
Agile isn’t just for software. This article demonstrates how Agile methods enable data teams to adapt quickly, deliver tangible value, and avoid common project pitfalls.
July 25, 2025
by Pabitra Saikia DZone Core CORE
· 1,599 Views · 2 Likes
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Deploying Containers on Azure Container Apps
In this article, we’ll explore Azure Container Apps and walk through example ARM templates to demonstrate how to deploy them within an Azure environment.
July 24, 2025
by Siri Varma Vegiraju DZone Core CORE
· 3,027 Views
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Building a Modern Data Platform That Delivers Real Business Value
Data modernization transforms how organizations manage and use data by aligning cloud-native tech, governance, and culture to drive value and agility.
July 23, 2025
by Amlan Patnaik
· 2,157 Views · 2 Likes
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Configuring Model Context Protocol (MCP) With Amazon Q CLI
In this post I share how MCP Servers can help provide better context with Amazon Q CLI, a next generation AI Coding Assistant
July 23, 2025
by Ricardo Sueiras
· 5,160 Views · 1 Like
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The Golden Signals of Monitoring
Learn how Google’s Golden Signals — latency, traffic, errors, and saturation — help monitor service health and detect issues before they escalate.
July 23, 2025
by Krishna Vinnakota
· 2,504 Views · 4 Likes
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