Testing, Deployment, and Maintenance Resources

Comparing Managed Postgres Options on The Azure Marketplace

Azure offers several managed Postgres services designed for a variety of use cases. In this article, we review the key differences among them.

May 28, 2025

by Carlota Soto

· 4,787 Views · 2 Likes

How to Use AWS Aurora Database for a Retail Point of Sale (POS) Transaction System

Using Aurora, AWS's managed, highly scalable relational database, for a POS transaction system ensures efficient scaling to handle high transaction volumes.

May 28, 2025

by Spurthi Jambula

· 4,587 Views · 2 Likes

AI Agents: A New Era for Integration Professionals

Are AI agents just an integration flow with a few extra tricks? Learn what AI agents are and how and where they add value in the current AI landscape.

May 28, 2025

by Gnanaguru Sattanathan

· 3,844 Views · 2 Likes

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

CORE

· 17,498 Views · 3 Likes

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AI and Product Operating Models challenge outdated Agile rituals.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

CORE

· 7,906 Views · 4 Likes

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

CORE

· 5,062 Views · 3 Likes

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

CORE

· 4,864 Views · 2 Likes

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

· 4,391 Views · 1 Like

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

· 5,708 Views · 2 Likes

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

CORE

· 7,081 Views · 11 Likes

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

CORE

· 21,948 Views · 7 Likes

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

· 6,327 Views · 2 Likes

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

· 3,110 Views · 1 Like

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

CORE

· 8,447 Views · 3 Likes

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

· 5,291 Views · 2 Likes

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

CORE

· 7,540 Views · 8 Likes

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

CORE

· 3,238 Views · 3 Likes

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

CORE

· 16,024 Views · 3 Likes

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

· 3,898 Views

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

· 4,920 Views · 3 Likes

The Latest Testing, Deployment, and Maintenance Topics