Software Design and Architecture Resources

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

· 4,223 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

· 4,574 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

· 6,290 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

· 3,023 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

· 15,134 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

· 3,859 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

· 216,833 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

· 10,887 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

· 14,520 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

· 5,331 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

· 3,588 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

· 8,637 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

· 14,162 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

· 7,794 Views · 7 Likes

How to Recover a Deleted Table in a SQL Server Database

Learn easy methods to recover a deleted table in SQL Server, including using backups, transaction logs, or recovery solutions, to restore lost data and minimize downtime.

March 12, 2025

by Mithilesh Tata

CORE

· 3,410 Views · 3 Likes

Chat History for AI Applications With Azure Cosmos DB Go SDK

Build a chat history implementation with Azure Cosmos DB for NoSQL Go SDK and LangChainGo, enhancing LLM context and enabling efficient testing with Testcontainers.

March 12, 2025

by Abhishek Gupta

CORE

· 3,333 Views · 3 Likes

Enhanced Monitoring Pipeline With Advanced RAG Optimizations

A refined RAG pipeline integrates advanced observability, rigorous evaluation metrics, end-to-end security, performance optimizations, and production-ready features.

March 11, 2025

by Praveen Kumar Thopalle

· 4,646 Views

Disaster Recovery Plan for DevOps

Ensuring business continuity requires more than just robust pipelines and agile practices in DevOps, it also requires you to have a reliable DR strategy.

March 11, 2025

by Daria Kulikova

· 3,914 Views · 4 Likes

The LLM Advantage: Smarter Time Series Predictions With Less Effort

LLMs simplify time series forecasting by handling messy data and context. Combined with stats, they cut errors by 31%, delivering better, easier forecasts.

March 11, 2025

by Vinoth Manamala Sudhakar

· 4,196 Views · 2 Likes

Migrating Java Microservices to Go: A Comprehensive Guide

Migrating Java microservices to Go boosts performance, scalability, and efficiency with faster execution and lightweight concurrency while ensuring seamless integration

March 11, 2025

by Sairamakrishna BuchiReddy Karri

· 7,392 Views · 4 Likes

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