Microservices Resources

Gemma 3: Unlocking GenAI Potential Using Docker Model Runner

Run Gemma 3 locally using Docker Model Runner for private, efficient GenAI development — fast setup, offline inference, and full control.

April 17, 2025

by Anjan Kumar Ayyadapu

· 17,440 Views · 1 Like

Enhancing Avro With Semantic Metadata Using Logical Types

Avro logical types add semantic meaning to primitive data types, making schemas more expressive. This blog explores their benefits and common use cases.

April 16, 2025

by Gurmeet Saran

· 6,788 Views · 2 Likes

Emerging Data Architectures: The Future of Data Management

This article explores the latest advancements in data architecture, focusing on frameworks and newer paradigms such as LakeDB and zero ETL architectures.

April 15, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 8,136 Views · 10 Likes

Beyond Microservices: The Emerging Post-Monolith Architecture for 2025

Microservices and micro frontends transformed software by dividing systems into deployable parts, yet by 2025, they’ve hit a ceiling of complexity.

April 14, 2025

by Murugan Lakshmanan

· 8,088 Views · 2 Likes

Overview of Telemetry for Kubernetes Clusters: Enhancing Observability and Monitoring

Telemetry in Kubernetes provides data-driven insights into cluster health and performance, ensuring scalability, and reliability through metrics, logs, and traces.

April 14, 2025

by Srinivas Chippagiri

CORE

· 20,922 Views · 4 Likes

Chaos Engineering for Microservices

Learn how to implement chaos engineering using Chaos Toolkit and Chaos Monkey for Java (Spring Boot), Node.js, Kubernetes, and Istio to enhance system resilience.

April 11, 2025

by Prabhu Chinnasamy

· 14,671 Views · 57 Likes

Context Search With AWS Bedrock, Cohere Model, and Spring AI

In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.

April 9, 2025

by Danil Temnikov

CORE

· 73,989 Views · 22 Likes

Simulating Events in Ansible EDA: A Practical Use Case of ansible.eda.generic

Learn how to include payloads directly within an Ansible EDA rulebook, as well as how to read payloads from an external file to use that data in rule conditions.

April 9, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 7,384 Views · 7 Likes

Spring Boot Sample Application Part 1: Introduction and Configuration

This tutorial covers building a bilingual Spring Boot application for a digital library, detailing setup, database integration, and advanced features like caching and error management.

April 9, 2025

by Liliz EQ

· 5,130 Views · 5 Likes

Building Scalable and Efficient Architectures With ECS Serverless and Event-Driven Design

Learn how to build scalable and efficient architectures using ECS serverless and event-driven design by adopting serverless architecture.

April 9, 2025

by Bal Reddy Cherlapally

· 6,151 Views · 1 Like

A Practical Guide to OpenTelemetry With Spring Boot Workloads

This tutorial demonstrates setting up OpenTelemetry with Spring Boot for observability, including metrics, traces, and logs, using tools like Grafana, Loki, and Tempo.

April 8, 2025

by Víctor Orozco

· 7,172 Views · 7 Likes

Why Rate Limiting Matters in Istio and How to Implement It

In this post, we’ll explore why rate limiting is important in Istio and show you how to set it up effectively.

April 8, 2025

by Josephine Eskaline Joyce, Ph.D

CORE

· 8,195 Views · 10 Likes

Introducing a Lightweight Apache JMeter Docker Image

Are you looking for a lean, secure, and versatile Docker image for Apache JMeter to streamline your load testing workflows? Look no further!

April 7, 2025

by NaveenKumar Namachivayam

CORE

· 6,108 Views · 4 Likes

Docker vs Kubernetes: Which to Use and When?

Docker is great for building containers; Kubernetes scales and manages them. Use Docker for small stuff, K8s for big, or both for max power!

April 4, 2025

by Alok Tibrewala

· 5,227 Views · 3 Likes

How to Monitor a Folder Using Event-Driven Ansible

See how to use Event-Driven Ansible to monitor folders and trigger automated workflows based on file system changes — enhancing security, efficiency, and IT agility.

April 3, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 6,543 Views · 6 Likes

Bridging OT and IT: IIoT Middleware for Edge and Cloud With Kafka and Flink

Explore how IIoT middleware and data streaming tools like Kafka and Flink bridge OT and IT, enabling real-time integration and smarter industrial operations.

April 2, 2025

by Kai Wähner

CORE

· 4,729 Views · 4 Likes

How to Build a New API Quickly Using Spring Boot and Maven

Realizing that not all use Gradle, I thought I would demonstrate how quickly a RESTful API can be created by leveraging ChatGPT, Spring Boot, Maven, and Heroku.

April 1, 2025

by John Vester

CORE

· 51,328 Views · 15 Likes

From Ruby on Rails to Spring Boot

When I migrated from Rails to Spring Boot, I lacked content to guide me without having to go through all of the basics of a web framework. So, I wrote this tutorial.

March 31, 2025

by Lidiane Taquehara

· 6,298 Views · 3 Likes

The Production-Ready Kubernetes Service Checklist

Prepare your Kubernetes cluster for production with high availability, private networking, robust security, monitoring, auto-scaling, backups, and fault tolerance.

March 31, 2025

by Nicolas Giron

· 7,087 Views · 6 Likes

Creating an Application With a Personality

Learn how to create an AI assistant with LangChain4j in a Spring Boot application, which personalizes the application itself and has access to its actuators.

March 27, 2025

by Tamas Kiss

· 3,934 Views · 1 Like

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