Software Design and Architecture Resources

Explore how LLMs enhance Python testing by automating test case generation, improving test coverage, reducing maintenance, and supporting efficient workflows.

March 17, 2025

by Pradeesh Ashokan

· 2,429 Views · 2 Likes

Top Security Automation Tools for Auto-Remediation

Speed is vital in cybersecurity, and auto-remediation tools help by quickly detecting and mitigating risks, boosting response efficiency.

March 17, 2025

by Anastasios Arampatzis

· 2,247 Views · 2 Likes

Accelerating Deep Learning on AWS EC2

Install CUDA on AWS GPU instances, containerize your deep learning model, and scale with ECS/EKS for cost-effective, high-performance training and inference.

March 14, 2025

by Praveen Kumar Thopalle

· 4,495 Views

Automate and Standardize IBM ACE Installation With PowerShell

To address the challenges with the repetitive nature of ACE installations, the PowerShell library streamlines the installation workflow.

March 14, 2025

by Matthias Blomme

· 3,816 Views · 2 Likes

Build a Scalable E-commerce Platform: System Design Overview

This article explores the architecture of a distributed and scalable e-commerce platform with multiple services and components, hosted on a cloud platform like AWS.

March 14, 2025

by Prashant Nigam

· 3,784 Views

Event Sourcing 101: When to Use and How to Avoid Pitfalls

Learn the basics of event sourcing and its benefits, challenges, and practical use cases to decide if it's the right fit for your software project.

March 14, 2025

by Vladyslav Rybnikov

· 5,019 Views · 4 Likes

AWS Step Functions Local: Mocking Services, HTTP Endpoints Limitations

AWS Step Functions Local supports mocking some services but does not support HTTP Task (http:endpoint). Instead, use the Test State API for local testing.

March 14, 2025

by VIGNESHWAR Somasundaram

· 4,195 Views · 2 Likes

DeepSeek on Kubernetes: AI-Powered Reasoning at Scale

Deploy DeepSeek-R1 on Kubernetes using Ollama for inference and Open WebUI for seamless interaction. Supports local setups like KIND or cloud deployment.

March 14, 2025

by Rajesh Gheware

CORE

· 4,509 Views · 3 Likes

Stop Wasting Time Writing Code for APIs

Martini automates API creation, security, and integrations — eliminating boilerplate and saving developers' time. Build faster, code less.

March 14, 2025

by David Brown

CORE

· 6,213 Views · 6 Likes

Building Intelligent Integration Tests for Microservices

A monorepo-based framework that streamlines microservices testing by reducing maintenance, improving reliability, and enhancing scalability using a centralized approach.

March 14, 2025

by Harini Shankar

· 2,976 Views · 2 Likes

Securing Conversations With LLMs

In this article, we will explore how cloud-native open-source tools can be used to filter sensitive information both entering and exiting the models.

March 13, 2025

by Siri Varma Vegiraju

CORE

· 4,635 Views

Functional Endpoints: Alternative to Controllers in WebFlux

The article discusses functional endpoints in Spring WebFlux as an alternative to traditional controllers, using RouterFunction and HandlerFunction.

March 13, 2025

by Taras Ivashchuk

· 3,784 Views · 4 Likes

Spring Boot Error: Creating a Bean With 'DataSource' Defined in DataSourceAutoConfiguration

Learn more about the DataSourceAutoConfiguration error in Spring Boot and how to troubleshoot it.

Updated March 13, 2025

by Javin Paul

· 215,743 Views · 12 Likes

Build a REST API With Just 2 Classes in Java and Quarkus

Quarkus enables a full CRUD API with just two classes using Hibernate ORM with Panache. No controllers or repositories needed — just define two classes, and deploy.

March 13, 2025

by Otavio Santana

CORE

· 10,670 Views · 15 Likes

5 Ways Docker Can Improve Security in Mobile App Development

Docker enhances mobile app security with dependency isolation, consistent environments, secure images, and proactive vulnerability scanning.

March 13, 2025

by Swapnil Patil

· 14,474 Views · 2 Likes

AI-Driven Self-Healing Tests With Playwright, Cucumber, and JS

Self-healing for automation testing significantly reduces maintenance by automatically adapting to changes in the application's user interface.

March 13, 2025

by Priya Yesare

· 5,105 Views · 2 Likes

Using Jetpack Compose With MVI Architecture

MVI offers a structured, one-way data flow, aligning with Jetpack Compose's reactive design and ensuring clear state handling, easier debugging, and better scalability.

March 12, 2025

by Farhana Haque

· 3,342 Views · 2 Likes

SRE Best Practices for Java Applications

Learn SRE best practices for Java applications to ensure high availability, performance, and scalability, covering monitoring, logging, security, and more.

March 12, 2025

by Reza Ganji

CORE

· 8,387 Views · 10 Likes

Mobile Backend With Docker, Kubernetes, and Microservices

Docker and Kubernetes enable scalable, resilient mobile backends with auto-scaling and monitoring. CI/CD, caching, and Istio enhance performance and security.

March 12, 2025

by Swapnil Patil

· 14,089 Views · 3 Likes

Low-Code Development Is Dead; Long Live Low Code, No Limits

Old low-code is too rigid. The future is Low Code, No Limits — developer-first, API-driven, and built for real enterprise needs.

March 12, 2025

by David Brown

CORE

· 7,633 Views · 7 Likes

The Latest Software Design and Architecture Topics