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The Latest Testing, Deployment, and Maintenance Topics

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Optimizing Serverless Computing with AWS Lambda Layers and CloudFormation
Learn how AWS Lambda Layers and CloudFormation simplify serverless computing by managing dependencies and automating infrastructure provisioning.
May 27, 2025
by Srinivas Chippagiri DZone Core CORE
· 17,690 Views · 3 Likes
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The End of “Good Enough Agile”
AI and Product Operating Models challenge outdated Agile rituals. Learn how teams must evolve from process-focused roles to strategic, outcome-driven leadership.
May 26, 2025
by Stefan Wolpers DZone Core CORE
· 8,036 Views · 4 Likes
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The Evolution of Scalable and Resilient Container Infrastructure
Kubernetes made the container deployment scalable, resilient, and production-ready which completely changed how services operate.
May 26, 2025
by Siri Varma Vegiraju DZone Core CORE
· 5,252 Views · 3 Likes
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Navigating and Modernizing Legacy Codebases: A Developer's Guide to AI-Assisted Code Understanding
Practical strategies for modernizing legacy codebases using AI-assisted development. Discover real-world case studies and technical approaches for efficient migration.
May 26, 2025
by Tom Smith DZone Core CORE
· 5,087 Views · 2 Likes
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Software Delivery at Scale: Centralized Jenkins Pipeline for Optimal Efficiency
Harness the power of efficient software delivery through Jenkins-orchestrated centralized pipelines while ensuring compliance.
May 23, 2025
by Bal Reddy Cherlapally
· 4,592 Views · 1 Like
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Distributed Consensus: Paxos vs. Raft and Modern Implementations
In this post we'll explore the fundamentals of distributed consensus, compare Paxos and Raft, and examine recent implementations like Kafka Raft.
May 23, 2025
by narendra reddy sanikommu
· 5,991 Views · 2 Likes
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Scaling Microservices With Docker and Kubernetes on Production
This is a guide to scaling FastAPI microservices with Docker and K3s on Azure, covering service discovery, load balancing, observability, and optimized pipelines.
May 23, 2025
by Ravi Teja Thutari DZone Core CORE
· 7,464 Views · 11 Likes
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Modern Test Automation With AI (LLM) and Playwright MCP
Learn how GenAI and Playwright MCP transform QA with natural language test creation, self-healing scripts, dynamic flows, and seamless browser automation.
May 23, 2025
by Kailash Pathak DZone Core CORE
· 22,567 Views · 7 Likes
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Code Reviews: Building an AI-Powered GitHub Integration
An AI-powered code review assistant that integrates GitHub, a Flask app, and the qwen2.5-coder model on Ollama to automate code reviews.
May 22, 2025
by Vamshidhar Parupally
· 6,578 Views · 2 Likes
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Analyzing Techniques to Provision Access via IDAM Models During Emergency and Disaster Response
Exploring and analyzing the scope, benefits, and use cases of different access control models during emergency and disaster response.
May 22, 2025
by Atish Kumar Dash
· 3,298 Views · 1 Like
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MCP Servers: The Technical Debt That Is Coming
MCP servers promise faster AI-driven orchestration through the use of natural language, but they risk becoming technical debt.
May 22, 2025
by Hugo Guerrero DZone Core CORE
· 8,689 Views · 3 Likes
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GitHub Copilot's New AI Coding Agent Saves Developers Time – And Requires Their Oversight
GitHub has launched a powerful AI coding agent in Copilot that writes code, fixes bugs, and opens pull requests.
May 22, 2025
by Aminu Abdullahi
· 5,552 Views · 2 Likes
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Enforcing Architecture With ArchUnit in Java
In this article, we will discuss implementing architectural rules in code using ArchUnit, emphasizing its effectiveness over traditional documentation.
May 21, 2025
by Gunter Rotsaert DZone Core CORE
· 7,987 Views · 8 Likes
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Agile’s Quarter-Century Crisis
Despite 25 years of the Agile Manifesto, countless books, a certification industry, conferences, and consultants, we collectively struggle to make Agile work.
May 21, 2025
by Stefan Wolpers DZone Core CORE
· 3,479 Views · 3 Likes
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Can You Run a MariaDB Cluster on a $150 Kubernetes Lab? I Gave It a Shot
Alejandro Duarte tests a MariaDB Galera cluster on a budget Orange Pi Kubernetes setup, tuning settings for resource limits and confirming successful replication.
May 21, 2025
by Alejandro Duarte DZone Core CORE
· 16,387 Views · 3 Likes
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Driving DevOps With Smart, Scalable Testing
DevOps thrives on fast, reliable releases — and that means better testing. Automation across APIs, code, and E2E flows helps catch bugs early and ship confidently.
May 21, 2025
by Dima Kramskoy
· 4,042 Views
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Next Evolution in Integration: Architecting With Intent Using Model Context Protocol
Model Context Protocol (MCP) introduces a design-first approach to integration, enabling intelligent, context-aware connectivity in distributed systems.
May 20, 2025
by Pradyumna Amasebail Kodgi
· 5,147 Views · 3 Likes
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Building Reliable LLM-Powered Microservices With Kubernetes on AWS
This article explores how to design, build, and deploy reliable, scalable LLM-powered microservices using Kubernetes on AWS, covering best practices for infrastructure.
May 20, 2025
by Rajarshi Tarafdar
· 6,425 Views · 2 Likes
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Tired of Spring Overhead? Try Dropwizard for Your Next Java Microservice
You'll learn how to set up your first Dropwizard project, create a RESTful API, and run it with an embedded Jetty server — all using minimal boilerplate.
May 20, 2025
by Mohit Menghnani DZone Core CORE
· 6,962 Views · 5 Likes
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How Kubernetes Cluster Sizing Affects Performance and Cost Efficiency in Cloud Deployments
Learn how Kubernetes cluster sizing impacts performance and cost efficiency. Learn best practices for optimal resource management and cloud deployment success.
May 20, 2025
by Hitesh Jodhavat
· 6,536 Views · 2 Likes
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