Software Design and Architecture Resources

DocumentDB Goes Cloud-Native: Introducing the DocumentDB Kubernetes Operator

Deploy, manage, and scale DocumentDB on Kubernetes with the new open-source DocumentDB Operator — cloud-native, PostgreSQL-based, and MongoDB-compatible.

November 13, 2025

by Abhishek Gupta

CORE

· 2,992 Views · 2 Likes

How 8x8 Saved and Boosted Performance 30% by Adopting Ampere®

8x8 scaled Jitsi during COVID by moving to Ampere-based Arm64 OCI instances, cutting costs up to 30% and boosting video performance with minimal effort.

November 13, 2025

by Scott Fulton III

· 1,532 Views · 1 Like

Facilitate AI-Human Architectural Thinking

Three pillars of the thinking framework: landscape view, decisional view, and structural view — an effective architectural modeling approach.

November 12, 2025

by Sean Gu

· 4,144 Views · 2 Likes

The Terraform State Locking Migration You Need to Know About: Moving Beyond DynamoDB

What's happening: HashiCorp is deprecating DynamoDB-based state locking for Terraform's S3 backend. Native S3 locking is the new standard.

November 12, 2025

by kazeem mohammed

· 3,792 Views · 2 Likes

Compose Architecture, Done Right: MVI’s Unidirectional State vs. MVVM

TL;DR: Compose wants one-way data and a single UiState. MVI delivers that-fewer surprises, cleaner tests, and explicit effects.

November 12, 2025

by Mohan Sankaran

· 1,984 Views · 6 Likes

A Developer's Guide to Mastering Docker Networking Concepts

Learn the basics of creating Docker networks, the default network, and how to use Docker Compose to simplify the process of local development.

November 12, 2025

by Akaash Vishal Hazarika

· 3,161 Views · 5 Likes

GitLab CI/CD for Tenant-Specific ML Governance: Automating Model Registries in Databricks Unity Catalog on AWS

Automate multi-tenant ML governance in Databricks with GitLab CI/CD, ensuring secure, compliant model registration, validation, and deployment.

November 12, 2025

by Ankur Mahida

· 16,156 Views · 4 Likes

The DSPM Paradox: Perceived Controls for an Uncontrollable Data Landscape

You can't stop every burglar, but you can ensure your valuables are in a safe they can't crack. Why DSPM tools create an illusion of control in modern data security.

November 12, 2025

by Hamid Akhtar

· 1,260 Views

A Growing Security Concern: Prompt Injection Vulnerabilities in Model Context Protocol Systems

Prompt injection can make AI assistants a privilege‑escalation risk. Learn attack patterns and layered defenses: isolation, sanitization, validation.

November 11, 2025

by Janani Annur Thiruvengadam

CORE

· 2,170 Views · 4 Likes

Debugging Performance Regressions in High-Scale Java Web Services: A Systematic Approach

High-scale Java systems degrade quietly, minor regressions in GC, logging, or threads can cascade into latency and revenue loss.

November 11, 2025

by Karthik Puthraya

· 4,100 Views · 1 Like

Gatherers in Java: What They Are and Why They Matter

With Stream API, developers could only customize terminal operations using Collector. Stream Gatherers allow developers to define custom intermediate operations.

November 11, 2025

by Ammar Husain

CORE

· 5,018 Views · 8 Likes

Creating an MCP Server With Spring AI

This article provides a step-by-step guide to creating a Model Context Protocol (MCP) server using Spring AI and explains the advantages of using MCP.

November 11, 2025

by Gunter Rotsaert

CORE

· 5,093 Views · 6 Likes

Decentralized Identity Management: The Future of Privacy and Security

As more of our information goes digital and cybersecurity awareness increases, DIM feels like the natural next step of identity management.

November 11, 2025

by Ben Hartwig

· 2,898 Views · 2 Likes

Kubernetes Guardrail Extension: Bringing Compliance-as-Code to Your Browser

The Chrome extension validates Kubernetes YAML files directly inside GitHub and GitLab — empowering developers to catch compliance drifts early.

November 11, 2025

by Sajal Nigam

· 2,021 Views · 1 Like

Docker Security: 6 Practical Labs From Audit to AI Protection

Master Docker security with six practical labs that take you from basic configuration audits to advanced AI workload protection

November 10, 2025

by Shamsher Khan

CORE

· 4,816 Views · 6 Likes

How Tool-Call Observability Enables You to Support Reliable and Secure AI Agents

Observability is key for performance and data security. Here's how to build the essential components into your AI agent infrastructure

November 10, 2025

by Gil Feig

· 2,149 Views · 2 Likes

Event-Driven Architecture Patterns: Real-World Lessons From IoT Development

Real-world lessons on building event-driven systems for IoT and microservices — and model optimization with practical code examples.

November 10, 2025

by Bhavna Hirani

· 7,826 Views · 6 Likes

GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails

Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.

November 10, 2025

by Sajal Nigam

· 4,934 Views · 4 Likes

Regression Analysis for Time Series Data: Models and Applications

Ready to use regression analysis for time series data? Explore how this method works in practice to effectively predict future outcomes and drive growth.

November 10, 2025

by Oleksandr Stefanovskyi

· 1,574 Views · 1 Like

Understanding Proxies and the Importance of Japanese Proxies in Modern Networking

Understand how proxies work and why Japanese proxies offer superior speed, security, and regional access for businesses, developers, and online tasks.

November 7, 2025

by Adamo Tonete

· 2,501 Views · 1 Like

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