Software Design and Architecture Resources

Kubernetes Debugging Recipe: Practical Steps to Diagnose Pods Like a Pro

Adopt step-by-step debugging with kubectl, ephemeral containers, and AI-powered RCA to find root causes faster. Add predictive autoscaling and anomaly detection.

October 24, 2025

by Chandrasekhar Rao Katru

· 4,735 Views · 8 Likes

From Distributed Monolith to Composable Architecture on AWS

Learn in this article how to fix distributed monoliths with Domain-Driven Composable Architecture and build independent, composable microservices on AWS.

October 24, 2025

by Elakkiya Daivam

· 8,488 Views · 1 Like

Performance Testing 101: A Beginner's Guide to Building Robust Applications

This guide provides a practical, step-by-step introduction to performance testing to ensure applications can handle real-world user loads without failing.

October 24, 2025

by Arkadii Osheev

· 2,306 Views · 3 Likes

Strategic Domain-Driven Design: The Forgotten Foundation of Great Software

Most teams skip strategic DDD and focus only on code. Learn how domains, contexts, and patterns align software with business reality.

October 24, 2025

by Otavio Santana

CORE

· 3,114 Views · 3 Likes

Build a Dynamic Web Form Using Camunda BPMN and DMN

Camunda BPMN and DMN can be combined to build dynamic web forms that adapt fields and flows in real time, which reduces hardcoding and improves flexibility.

October 24, 2025

by Nabin Debnath

· 2,501 Views · 5 Likes

Cloud Agnostic MLOps: How to Build and Deploy AI Models Across Azure, AWS, and Open Source

Avoid cloud lock-in when building AI. Learn how to use open-source MLOps tools like Airflow, Kubeflow, and MLflow to build, deploy, and monitor models anywhere.

October 24, 2025

by Raghava Dittakavi

CORE

· 3,395 Views · 1 Like

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

· 2,654 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

· 14,007 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

· 3,753 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

· 5,794 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

· 2,456 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

· 2,961 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

· 3,854 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

· 3,317 Views · 1 Like

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

· 2,802 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

· 3,205 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 Shiva kumar Pati

· 2,408 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

· 2,529 Views

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

· 2,686 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

· 3,021 Views · 1 Like

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