Microservices Resources

Micronaut vs Spring Boot: A Detailed Comparison

Micronaut is efficient, lightweight, and fast, making it a strong alternative, but Spring Boot remains dominant due to its robust, mature ecosystem and community support.

February 27, 2025

by Sulakshana Singh

· 16,003 Views · 5 Likes

The Outbox Pattern: Reliable Messaging in Distributed Systems

The Outbox Pattern is a design pattern used in distributed systems to ensure reliable messaging across different services.

February 27, 2025

by Narendra Lakshmana gowda

· 6,709 Views · 5 Likes

10 Best Practices for Managing Kubernetes at Scale

We will discuss some of the best practices for managing distributed workloads on Kubernetes clusters to simplify deploying and managing containers.

February 26, 2025

by Srinivas Chippagiri

CORE

· 21,303 Views · 5 Likes

Codify Your Cloud and Kubernetes With Crossplane and IaC

Crossplane enables Kubernetes-native IaC, letting platform engineers define custom APIs for provisioning, enforcing governance, and providing self-service infrastructure.

February 24, 2025

by Josephine Eskaline Joyce

CORE

· 5,801 Views · 5 Likes

Use Azure Cosmos DB as a Docker Container in CI/CD Pipelines

Azure Cosmos DB Emulator simplifies local development by enabling testing without Azure costs. This example uses it as a service container for CI workflows.

February 24, 2025

by Abhishek Gupta

CORE

· 4,570 Views · 1 Like

Hexagonal Architecture: A Lyrics App Example Using Java

How do we use Hexagonal Architecture, and what role does it already play in software development? Let's find out in this article!

February 21, 2025

by Joao Esperancinha

· 9,991 Views · 8 Likes

Deduplication of Videos Using Fingerprints, CLIP Embeddings

Video deduplication optimizes storage by removing duplicates using techniques like segmentation, embeddings, and clustering to manage massive datasets efficiently.

February 21, 2025

by Praneeth Reddy Vatti

· 6,925 Views · 5 Likes

Microservices vs Monoliths: Picking the Right Architecture

Choose based on your team’s skills, scalability needs, and budget — or start with a modular monolith and split services only when necessary.

February 21, 2025

by Gurpreet Singh

· 4,100 Views · 2 Likes

Solving Interface Challenges With the BFF Pattern

A BFF is a back-end service tailored to a specific user interface or experience. Instead of using one API for all platforms, each client has its own dedicated backend.

February 20, 2025

by Narendra Lakshmana gowda

· 5,242 Views · 4 Likes

Kata Containers: From Kubernetes Pods to Secure VMs

Kata containers bridge the gap between Kubernetes pods and secure VMs, offering enhanced isolation without sacrificing performance.

February 20, 2025

by Anilkumar Mallakkanavar

· 8,797 Views · 1 Like

Scaling Image Deduplication: Finding Needles in a Haystack

Learn to efficiently deduplicate 100M+ images using distributed architectures, embeddings, FAISS for ANN search, and clustering to ensure accurate results.

February 20, 2025

by Praneeth Reddy Vatti

· 5,923 Views · 3 Likes

Streamline Microservices Development With Dapr and Amazon EKS

Learn how the combination of Dapr and Amazon EKS accelerates development, enhances applications' resilience, and improves scalability.

February 19, 2025

by Jatinder Singh

· 7,084 Views

Building Intelligent Microservices With Go and AWS AI Services

The development of intelligent applications has seen exponential growth since the convergence of Microservices architecture and cloud-based AI services.

February 18, 2025

by Sairamakrishna BuchiReddy Karri

· 4,963 Views · 2 Likes

Container Checkpointing in Kubernetes With a Custom API

This article discusses using a Kubernetes sidecar for container checkpointing: build, push, deploy to K8s, and trigger checkpoints via API for state management.

February 18, 2025

by VARUNREDDY DEVIREDDY

· 5,922 Views · 1 Like

The Delegated Chain of Thought Architecture

The D-CoT architecture decouples reasoning from execution in LLM by centralizing reasoning in a "modulith" and delegating execution tasks to specialized modules.

February 18, 2025

by Pier-Jean MALANDRINO

CORE

· 4,710 Views · 4 Likes

Generate Unit Tests With AI Using Ollama and Spring Boot

Run Ollama LLM locally with Spring Boot to generate unit tests for Java. Ensure data privacy, easy setup, and seamless integration with Spring AI.

February 18, 2025

by Amol Gote

CORE

· 8,297 Views · 4 Likes

Scaling ML Models Efficiently With Shared Neural Networks

A shared encoder architecture to decouple customer-specific fine-tuned models from the shared encoder to deploy at scale.

February 17, 2025

by Meghana Puvvadi

· 3,164 Views · 7 Likes

Build a Data Analytics Platform With Flask, SQL, and Redis

Building a Flask-based web app that has dynamic querying for population thresholds, Redis caching for faster queries, and secure, scalable architecture.

February 17, 2025

by Sushma Kukkadapu

· 5,088 Views · 2 Likes

Why Cloud Matters: Building Global, Scalable Microservices

A hands-on experience: Learn how to build a Book Management Catalog Microservice using Java, Helidon, Jakarta NoSQL, and Oracle Cloud.

February 17, 2025

by Otavio Santana

CORE

· 3,903 Views · 5 Likes

Redis as a Primary Database for Complex Applications

This article aims to answer one question: How can Redis be used as a primary database for complex applications that need to store data in multiple formats?

February 14, 2025

by Mohammed Talib

· 7,182 Views · 4 Likes

The Latest Microservices Topics