Software Design and Architecture Resources

Designing Fault-Tolerant Messaging Workflows Using State Machine Architecture

State machine patterns, such as Stateful Workflows, Sagas, and Replicated State Machines, improve message reliability, sync consistency, and recovery.

May 30, 2025

by Pankaj Taneja

· 3,150 Views · 2 Likes

Security by Design: Building Full-Stack Applications With DevSecOps

Secure Angular and Node.js apps end-to-end with DevSecOps, integrating security across frontend, backend, and CI/CD pipelines.

May 29, 2025

by Bhanu Sekhar Guttikonda

· 3,204 Views · 2 Likes

When Airflow Tasks Get Stuck in Queued: A Real-World Debugging Story

Fixed Airflow 2.2.2 tasks stuck in "queued" state by backporting a patch from v2.6.0, optimizing scheduler config, and deploying temporary workarounds.

May 29, 2025

by Gurmeet Saran

· 3,268 Views · 3 Likes

Monoliths, REST, and Spring Boot Sidecars: A Real Modernization Playbook

Modernization isn’t a rewrite, it’s a dance. Wrap REST around SOAP, sneak in AWS, and layer smartly. Change only what matters. Legacy can live modern.

May 29, 2025

by Chandra Sekhar Kondaveeti

· 5,132 Views · 1 Like

What’s Got Me Interested in OpenTelemetry—And Pursuing Certification

OpenTelemetry is one of the most exciting new things to hit the monitoring and observability space in a while. Which is why I'm pursuing a certification in it now.

May 29, 2025

by Leon Adato

· 2,706 Views

Introducing Graph Concepts in Java With Eclipse JNoSQL, Part 3: Understanding Janus

Explore JanusGraph with Java using Eclipse JNoSQL 1.1.8. Model entities, traverse with Gremlin, and query with Jakarta Data — scalable graph power with clean Java APIs.

May 29, 2025

by Otavio Santana

CORE

· 3,391 Views · 2 Likes

How GitHub Copilot Helps You Write More Secure Code

GitHub Copilot can help you write more secure code — but only if you guide it correctly. This post walks through real examples.

May 29, 2025

by Ravi Teja Thutari

· 2,580 Views · 4 Likes

Introducing Graph Concepts in Java With Eclipse JNoSQL, Part 2: Understanding Neo4j

Learn how to integrate Neo4j into Java apps using Eclipse JNoSQL 1.1.8 — model entities, define relationships, and query graphs with Cypher and Jakarta Data.

May 28, 2025

by Otavio Santana

CORE

· 4,303 Views · 1 Like

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

· 3,062 Views · 1 Like

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

· 3,350 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

· 3,391 Views · 1 Like

Memory-Optimized Tables: Implementation Strategies for SQL Server

Through practical implementation guidance and real-world examples, learn how this in-memory technology can deliver 5- 30x performance improvements for OLTP workloads.

May 28, 2025

by arvind toorpu

CORE

· 2,846 Views · 2 Likes

How to Introduce a New API Quickly Using Micronaut

Knowing when to pivot can be vital to staying ahead of the competition. See how Cursor AI and Heroku can be leveraged to transform an idea into a reality.

May 28, 2025

by John Vester

CORE

· 13,135 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

· 2,558 Views · 3 Likes

A Guide to Auto-Tagging and Lineage Tracking With OpenMetadata

Learn how to automate PII tagging, metadata management, and SQL lineage tracking with GPT-4, OpenMetadata, dbt, Trino, and Python for smarter data governance.

May 27, 2025

by Sreenath Devineni

CORE

· 3,677 Views

Introducing Graph Concepts in Java With Eclipse JNoSQL

Harness the power of graph databases in Java using Eclipse JNoSQL and Jakarta Data — model rich relationships with Neo4j or TinkerPop and write smarter, connected apps.

May 27, 2025

by Otavio Santana

CORE

· 3,628 Views · 1 Like

Building a Real-Time Audio Transcription System With OpenAI’s Realtime API

Dive into real-time audio transcription with this hands-on guide, showing how to stream and transcribe audio in Java using OpenAI’s WebSocket API and GPT-4o models.

May 27, 2025

by Roline Stapny Saldanha

· 3,632 Views · 2 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

· 4,218 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

· 3,498 Views · 1 Like

Efficient API Communication With Spring WebClient

The WebClient is a reactive HTTP client in Spring WebFlux. Its main advantage is asynchronous, non-blocking communication between microservices or external APIs.

May 26, 2025

by Taras Ivashchuk

· 3,222 Views · 2 Likes

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