Software Design and Architecture Resources

Building a Platform Abstraction for AWS Networks Using Crossplane

Build Crossplane abstractions that let your devs request AWS networks without writing infrastructure code. Create XRD and composition to hide details.

September 5, 2025

by Ramesh Sinha

· 3,175 Views · 1 Like

How to Run Selenium Tests on Selenium Grid 4 With Jenkins and Docker Compose

A step-by-step guide to set up an automated pipeline to run Selenium WebDriver tests on Selenium Grid 4 with Jenkins and Docker Compose.

September 5, 2025

by Faisal Khatri

CORE

· 3,055 Views · 4 Likes

The Role of Data Governance in Data Strategy: Part 4

Explore the critical role of data retention in governance: reduce costs, mitigate legal and cybersecurity risks, and ensure compliance with clear policies.

September 5, 2025

by Satish Gaddipati

· 2,327 Views · 2 Likes

Build a RAG Application With LangChain and Local LLMs Powered by Ollama

Learn how to run local LLMs with Ollama and Azure Cosmos DB for RAG, ensuring data privacy, offline use, and full control of your AI workflow.

September 5, 2025

by Abhishek Gupta

CORE

· 3,394 Views · 1 Like

CI/CD in the Age of Supply Chain Attacks: How to Secure Every Commit

Supply chain attacks target CI/CD pipelines with privileged access and automation, exploiting trusted environments where security is often overlooked.

September 4, 2025

by Igboanugo David Ugochukwu

CORE

· 4,438 Views · 2 Likes

The Endless Cycle of Manual K8s Cost Optimization Is Costing Organizations More Than They Realize

The cycle of reactive Kubernetes cost-cutting is broken. Automated, proactive optimization makes efficiency sustainable.

September 4, 2025

by Pini Ben Nahum

· 2,336 Views

Engineering for Uptime: Observability, Testing, and the Road to Rock-Solid Back-End Services

Uptime isn’t luck — it’s engineered. Build it with observability, smart alerts, solid tests, and blameless operations. Reliable systems don’t need heroes.

September 4, 2025

by Aakanksha Aakanksha

· 2,265 Views · 3 Likes

Developing a Nationwide Real-Time Telemetry Analytics Platform Using Google Cloud Platform and Apache Airflow

Designed a real-time telemetry analytics platform using GCP and Airflow to process 10TB+ daily data, reduce support escalations, and improve operational visibility.

September 3, 2025

by Sruthi Erra Hareram

· 2,994 Views · 2 Likes

Observability for the Invisible: Tracing Message Drops in Kafka Pipelines

Kafka lag lies. Use Fluent Bit, OpenTelemetry, DLQs, and trace IDs to expose missing messages and harden observability in event-driven pipelines.

September 3, 2025

by Prakash Wagle

· 3,265 Views · 2 Likes

Simple Efficient Spring/Kafka Datastreams

Datastreams from Souce via Kafka to Sink done simple, easy to code, efficient to run. Deployed in Kubernetes and written in Java and Kotlin.

September 3, 2025

by Sven Loesekann

· 6,627 Views · 7 Likes

Understanding Zero-Copy

This article will delve into the concept of zero-copy and provides a practical Python code example demonstrating its performance benefits

September 3, 2025

by Bharath Modhipalli

· 3,559 Views

Container Security Essentials: From Images to Runtime Protection

Secure containers with hardened images, secrets management, runtime monitoring, and automated policies. We will also look at some of the cool tools Docker provides.

September 3, 2025

by Siri Varma Vegiraju

CORE

· 3,704 Views · 2 Likes

Why Zero Trust Is Not a Product but a Strategy You Can’t Ignore in 2025

"We recently purchased a Zero Trust solution." A statement like that makes even the most seasoned security experts cringe. There is no such thing as buying Zero Trust.

September 3, 2025

by Olaitan Bada

· 1,526 Views · 1 Like

Stop Leaking Secrets: The Hidden Danger in Test Automation and How Vault Can Fix It

Hardcoded secrets in test automation can silently expose your systems. Let us see how to eliminate that risk using Vault for secure, dynamic credential management.

September 2, 2025

by Pradeepkumar Palanisamy

· 3,640 Views · 3 Likes

Technical Deep Dive: Scaling GenAI-Enhanced SBOM Analysis from Trivy Fix to Enterprise DevSecOps

Discover how Trivy PR #9224 enables complete SBOM dependency mapping, powering GenAI-driven DevSecOps automation and millions in enterprise cost savings.

September 2, 2025

by Ravi Sastry Kadali

· 2,726 Views · 1 Like

Monitoring Java Microservices on EKS Using New Relic APM and Kubernetes Metrics

Monitor Java microservices on Amazon EKS using New Relic APM. Set up JVM agents, tune GC settings, and track Kubernetes metrics with dashboards and alerts.

September 2, 2025

by Praveen Chaitanya Jakku

· 3,855 Views · 2 Likes

Modernizing Oracle Workloads With Real-Time Analytics

AWS now supports zero-ETL integration from Amazon RDS for Oracle to Redshift, enabling near-real-time analytics and machine learning without complex pipelines.

September 2, 2025

by Harpreet Kaur Chawla

· 1,953 Views · 1 Like

Prototype for a Java Database Application With REST and Security

Prototype for a Java database application with REST and security using Spring Boot and containers for testing, using Keycloak for security and PostgreSQL for persistence.

September 2, 2025

by George Pod

· 4,326 Views · 5 Likes

Autonomous QA Testing With Playwright, LangGraph, and GPT-4o on AWS

In this article, learn to build a fully autonomous QA pipeline that writes, executes, and self-heals Playwright tests using LLMs.

September 2, 2025

by Rama Mallika Kadali

· 4,554 Views

PII Leakage Detection and Measuring the Accuracy of Reports and Statements Using Machine Learning

Securing sensitive data and validating the correctness of reports and statements by checking for inconsistencies with machine learning capabilities.

September 2, 2025

by Malai Arasu Paneerselvam

· 2,284 Views · 4 Likes

The Latest Software Design and Architecture Topics