Software Design and Architecture Resources

SHAP-Based Explainable AI (XAI) Integration With .Net Application

Explainable AI (XAI) reveals how ML models make decisions. Learn about SHAP, LIME, model-specific and agnostic methods, and how to deploy SHAP as a REST API.

August 22, 2025

by Indirakumar Rajendiran

· 3,344 Views · 1 Like

Data Lake, Warehouse, or Lakehouse? Rethinking the Future of Data Architecture

AI is driving data lakes, warehouses, and lakehouses to converge into open, real-time platforms powered by Iceberg, Trino, and DuckDB.

August 22, 2025

by Miguel Garcia

CORE

· 2,285 Views · 1 Like

Python Async/Sync: Advanced Blocking Detection and Best Practices (Part 2)

Master detecting hidden blocking sync code in Python async applications using timing wrappers, debug mode, profilers, and custom decorators for optimal performance.

August 22, 2025

by Prithviraj Kumar Dasari

· 4,686 Views · 5 Likes

How to Create Ansible Users and Add Passwords

The Ansible user module manages Linux and UNIX accounts declaratively, handling creation, updates, passwords, and groups.

August 22, 2025

by Mariusz Michalowski

· 2,702 Views · 3 Likes

Greenplum vs Apache Doris: Features, Performance, and Advantages Compared

Compare Greenplum vs. Apache Doris for MPP-based analytics. Learn which database suits real-time, high-concurrency workloads and evolving data architectures.

August 21, 2025

by li yy

· 2,550 Views · 2 Likes

Zero-Touch Patch Management With PowerShell and Intune: How We Automated Compliance at Scale

This article describes how we automated Windows patch management using Microsoft Intune and PowerShell to reach 95%+ compliance across a hybrid environment.

August 21, 2025

by Kishore Thota

· 2,355 Views · 1 Like

Securing Cloud Applications: Best Practices for Developers

Securing cloud applications requires IAM, encryption, API security, monitoring, DevSecOps, Zero Trust, compliance, and proactive threat detection.

August 21, 2025

by Bhanuprakash Madupati

· 53,795 Views · 9 Likes

AI-Powered Root Cause Analysis: Introducing the Incident Investigator

Resolve cloud incidents faster with the AI Incident Investigator — an agent that finds the root cause of production issues and explains them in plain English.

August 21, 2025

by Marija Naumovska

CORE

· 2,941 Views · 3 Likes

Operationalizing the OWASP AI Testing Guide: Building Secure AI Foundations Through NHI Governance

Align your AI pipelines with OWASP AI Testing principles using identity-based insights to monitor, enforce, and audit secrets and token usage best practices.

August 20, 2025

by Dwayne McDaniel

· 1,419 Views · 3 Likes

MCP Client-Server Integration With Semantic Kernel

Learn to integrate Semantic Kernel with Azure OpenAI and MCP to discover tools, register them as functions, and enable AI agents to invoke them dynamically.

August 20, 2025

by Anup Rao

· 5,380 Views · 3 Likes

Amadeus Cloud Migration on Ampere Altra Instances

Amadeus migrated flight search workloads to Ampere ARM VMs on Azure, achieving better performance, efficiency, and hybrid deployment flexibility.

August 20, 2025

by Craig Hardy

· 2,826 Views · 5 Likes

Containerized Intelligence: Running LLMs at Scale Using Docker and Kubernetes

Deploy powerful LLMs easily using Docker and Kubernetes. Scale with GPUs, fine-tune models, and automate inference workloads effortlessly.

August 20, 2025

by Anjan Kumar Ayyadapu

· 11,707 Views · 5 Likes

Data Engineering for AI-Native Architectures: Designing Scalable, Cost-Optimized Data Pipelines to Power GenAI, Agentic AI, and Real-Time Insights

AI-native data platforms demand more than upgrades — learn how teams are building scalable systems for RAG, streaming, embeddings, and orchestration.

August 19, 2025

by Abhishek Gupta

CORE

· 3,040 Views · 2 Likes

Not only AI: What Else Drives Team Performance Today?

Learn how a GenAI team improved performance by 20% in 3 months—without more tools or pressure, but with systems, clarity, and smarter product decisions.

August 19, 2025

by Kateryna Korotieieva

· 2,038 Views · 1 Like

What We Learned Migrating to a Pub/Sub Architecture: Real-World Case Studies from High-Traffic Systems

Kafka-powered migration of an e-commerce platform—focused on scalability, fault tolerance, and clean event-driven design.

August 19, 2025

by Ravi Teja Thutari

CORE

· 8,023 Views · 4 Likes

Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration

This article explores the journey of building SQLGenie, testing various Language Models (LLMs) to find the optimal solution for converting natural language to SQL queries

August 19, 2025

by Sangame Krishnamani

· 4,150 Views · 5 Likes

Building a Secure and Unified Data Platform

Learn to build a secure GCP stack using a custom VPC, VM with private access, managed Cloud SQL PostgreSQL, and BigQuery for real-time federated queries.

August 19, 2025

by Vani Gundu

· 5,323 Views · 2 Likes

The Kill Switch: A Coder's Silent Act of Revenge

A bitter developer plants a hidden kill switch, exposing the dangers of insider threats and how a single line of code can cripple entire systems from within.

August 18, 2025

by Omkar Bhalekar

· 2,317 Views · 1 Like

Expert Techniques to Trim Your Docker Images and Speed Up Build Times

Use -slim base images, multi-stage builds, smart layer caching, and chained RUN commands to build lean, fast, and production-ready Docker images.

August 18, 2025

by Chirag Agrawal

· 4,387 Views · 5 Likes

Real-Time Analytics Using Zero-ETL for MySQL

Learn how to set up a zero-ETL integration from Amazon RDS for MySQL to Amazon Redshift using AWS CLI for real-time analytics without complex pipelines.

August 18, 2025

by Harpreet Kaur Chawla

· 1,870 Views · 2 Likes

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