Software Design and Architecture Resources

Diagnosing and Fixing a Page Fault Performance Issue With Arm64 Atomics

Atomic Arm64 instructions like ldadd can trigger double page faults, fragmenting huge pages and slowing memory warm-up. Learn why and how to fix it.

October 24, 2025

by Dave Neary

· 2,706 Views · 3 Likes

Evolving Golden Paths: Upgrades Without Disruption

Keep your golden paths evolving — with semantic versioning, automation, and empathy — to drive innovation without breaking developer flow.

October 23, 2025

by Josephine Eskaline Joyce

CORE

· 14,434 Views · 3 Likes

How to Build an MCP Server and Client With Spring AI MCP

Benefit from a cohesive system where individual components, such as LLM, MCP server, and MCP client, integrate seamlessly to deliver meaningful results.

October 23, 2025

by Horatiu Dan

CORE

· 3,881 Views · 6 Likes

Mastering Audio Transcription With Gemini APIs: A Developer's Guide

This guide walks you through implementing audio transcription in your applications using Gemini models, from basic implementations to real-time streaming solutions.

October 22, 2025

by Roline Stapny Saldanha

· 6,202 Views · 1 Like

From Platform Cowboys to Governance Marshals: Taming the AI Wild West

AI feels like the Wild West — platform engineers must become governance marshals to scale trust and turn chaos into safe, sustainable innovation.

October 22, 2025

by Hugo Guerrero

CORE

· 2,570 Views · 1 Like

What Is End-to-End Testing?

Learn end-to-end testing, including its definition, goals, stages, timing, and a practical example, to ensure complete software workflow validation.

October 22, 2025

by Faisal Khatri

CORE

· 3,020 Views · 4 Likes

GraphQL vs REST API: Which Is Better for Your Project in 2025?

REST: simple, cacheable. GraphQL: exact data, mobile-friendly. Choose REST for CRUD/caching, GraphQL for complex queries.

October 22, 2025

by Yilia Lin

· 4,022 Views · 3 Likes

AI/ML-Based Storage Optimization: Training a Model to Predict Costs and Recommend Configurations

Learn how to use AI and Python to predict AWS S3 storage costs, optimize data tiers, and automate cloud cost management with machine learning.

October 22, 2025

by Arjun Mullick

· 3,492 Views · 2 Likes

Scaling Boldly, Securing Relentlessly: A Tailored Approach to a Startup’s Cloud Security

Learn how SaaS startups can scale securely from MVP to enterprise in this phased, developer-first guide to cloud, app, and zero-trust security maturity.

October 21, 2025

by Srihari Pakalapati

· 2,892 Views · 1 Like

Is My Application's Authentication and Authorization Secure and Scalable?

The most common mistakes that developers/architects make while creating a new application for authentication and authorization, and how to avoid them.

October 21, 2025

by Navin Kaushik

· 3,274 Views · 3 Likes

The Rise of Passkeys

Passkeys offer a secure, password-less future by replacing vulnerable passwords with device-specific cryptographic keys resulting in surge in use of passkeys.

October 21, 2025

by Shiv Kumar

· 2,503 Views · 1 Like

Automating Storage Tiering and Lifecycle Policies in AWS S3 Using Python (Boto3)

You can save money on AWS S3 by using Python scripts to automatically move files between storage classes based on how often you access them.

October 21, 2025

by Arjun Mullick

· 2,635 Views · 1 Like

A Practical Guide to Deploying Microservices on Kubernetes

This guide covers deploying microservices on Kubernetes, highlighting containerization, scaling, monitoring, and security.

October 21, 2025

by Puneet Pahuja

· 2,790 Views · 1 Like

Coarse Parallel Processing of Work Queues in Kubernetes: Advancing Optimization for Batch Processing

In the current modern distributed architecture, this article will explain how to execute a Kubernetes Job with optimized and multiple parallel worker processes.

October 20, 2025

by Tanu Jain

· 3,162 Views · 1 Like

MultiCloudJ: Building Cloud-Agnostic Applications in Java

MultiCloudJ is an open-source Java SDK from Salesforce helping developers to write their application once and run anywhere.

October 20, 2025

by Sandeep Pal

· 4,438 Views · 3 Likes

Adobe Service Runtime: Keep Calm and Shift Down!

By shifting down cross-cutting concerns to foundational libraries, Adobe was able to take microservices to production at an industrial scale.

October 20, 2025

by Anirudh Mathad

· 6,384 Views · 3 Likes

Django Architecture vs FastAPI: A Learning Path

Django offers templates and full-stack features, while FastAPI delivers async performance and type safety. This article shows how to evaluate both.

October 20, 2025

by Jesse Casman

CORE

· 3,279 Views · 3 Likes

Should You Use Azure Data Factory?

Yes for most ETL scenarios, ADF handles data movement, basic transformations, and scheduling well, just don't expect it to replace custom code for complex business logic.

October 20, 2025

by Sohag Maitra

· 6,461 Views

Event-Driven Chaos Engineering: From Failure to Resilience in Kubernetes

Event-driven chaos in Kubernetes ties alerts to automated failure tests, transforming unexpected disruptions into resilience by design.

October 17, 2025

by Josephine Eskaline Joyce

CORE

· 4,908 Views · 4 Likes

Beyond Keywords: Modernizing Enterprise Search with Vector Databases

A modern search approach unlocks deeper insights, more relevant results, and boosts productivity across organizations; here's how AWS OpenSearch fits into this landscape.

October 17, 2025

by Lakshmi Narayana Rasalay

· 4,310 Views · 1 Like

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