Microservices Resources

Databricks vs Snowflake: Complete Architecture Mapping for Enterprise AI and Big Data

This guide maps core data, big data, and AI/ML concepts between Databricks and Snowflake, with examples, diagrams, and a framework for choosing or combining the two.

November 13, 2025

by Ram Ghadiyaram

CORE

· 8,094 Views · 7 Likes

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

· 3,248 Views · 2 Likes

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

· 5,073 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

· 2,393 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

· 3,502 Views · 5 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

· 5,687 Views · 6 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

· 2,346 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

· 5,724 Views · 6 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

· 8,500 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

· 5,840 Views · 4 Likes

A Beginner's Guide to Docker Compose

Learn how to use Docker Compose to manage multi-container setups. Help overcome the need of running multiple docker-run statements to manage applications.

November 6, 2025

by Akaash Vishal Hazarika

· 5,388 Views · 4 Likes

A Beginner's Guide to Essential Commands to Fix Container Setup Issues

The five essential commands that all developers should know in order to develop and build applications in Docker. This will pinpoint the exact reasons for failure.

November 6, 2025

by Akaash Vishal Hazarika

· 4,005 Views · 4 Likes

A Practical Guide to Modernizing Data Serving Architectures Using DBSQL

Learn how we replaced our traditional RDS serving layer with direct lakehouse querying to improve performance, reduce cost, and achieve real-time data freshness.

November 6, 2025

by PRAVEEN DOOTAGANI

· 3,264 Views

Bridging the Divide: Tactical Security Approaches for Vendor Integration in Hybrid Architectures

Learn about real-world hybrid security use cases and learn tactical strategies for securely integrating vendor software in cloud and on-prem environments.

November 5, 2025

by Dipankar Saha

· 2,109 Views · 2 Likes

Monolith vs Microservices vs Modulith

Monolithic and microservices architecture have been widely adopted, while modulithic architecture has been gaining traction. Learn about their differences and benefits.

November 5, 2025

by RENJITH RAMACHANDRAN

· 3,015 Views · 1 Like

Top Takeaways From Devoxx Belgium 2025

In October 2025, Devoxx Belgium showcased its 22nd edition, emphasizing Java and AI advancements. Sessions covered were AI workflows, architecture decisions, and more.

November 4, 2025

by Gunter Rotsaert

CORE

· 1,851 Views · 3 Likes

Detecting Supply Chain Attacks in NPM, PyPI, and Docker: Real-World Techniques That Work

Supply chain attacks represent the modern cybersecurity nightmare — attackers compromise the dependencies you trust instead of attacking you directly.

November 3, 2025

by David Iyanu Jonathan

· 5,273 Views · 2 Likes

Deployable Architecture: The Cornerstone of Scalable Platform Engineering

Deployable architecture turns platform strategy into scalable execution — standardizing delivery with speed, security, and control.

October 31, 2025

by Josephine Eskaline Joyce, Ph.D

CORE

· 2,671 Views · 3 Likes

A Comprehensive Analysis of Async Communication in Microservice Architecture

Asynchronous communication decouples microservices through message brokers like AWS SQS/SNS and Google Pub/Sub, enabling independent scaling and improved resilience.

October 30, 2025

by Aniruddha Maru

· 3,438 Views · 3 Likes

Building Reactive Microservices With Spring WebFlux on Kubernetes

Spring WebFlux on Kubernetes delivers high-throughput, low-latency I/O with fewer resources using reactive IO, Resilience4j, and metrics-based autoscaling.

October 30, 2025

by Mikhail Povolotskii

· 5,330 Views · 1 Like

The Latest Microservices Topics