Microservices Resources

CRDTs Explained: How Conflict-Free Replicated Data Types Work

Explore Conflict-free Replicated Data Types. Data structure designed to ensure that data on different replicas will eventually converge into a consistent state.

April 24, 2025

by Bartłomiej Żyliński

CORE

· 6,257 Views · 2 Likes

Failure Handling Mechanisms in Microservices and Their Importance

In this article, we will explore different failure-handling mechanisms in microservices and understand their importance in building resilient applications.

April 23, 2025

by Arunkumar Kallyodan

· 9,038 Views · 12 Likes

A Modern Stack for Building Scalable Systems

Dive into modern stack recommendations for building robust and scalable systems. This stack is agnostic and can be integrated into all programming languages.

April 23, 2025

by Bartłomiej Żyliński

CORE

· 8,900 Views · 2 Likes

Why Documentation Matters More Than You Think

Clear documentation boosts onboarding, simplifies development, reduces meetings, and prevents disasters—tactical and strategic docs are vital for sustainable software.

April 22, 2025

by Otavio Santana

CORE

· 5,770 Views · 6 Likes

Mastering Fluent Bit: Installing and Configuring Fluent Bit Using Container Images (Part 2)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use container images, and how to get it running locally in minutes.

April 22, 2025

by Eric D. Schabell

CORE

· 4,374 Views · 3 Likes

Thumbnail Generator Microservice for PDF in Spring Boot

Build a utility Spring Boot microservice that converts PDF documents to PNG thumbnails with the open-source Apache PDFBox package.

April 21, 2025

by Amol Gote

CORE

· 3,091 Views · 1 Like

Mastering Fluent Bit: Installing Fluent Bit From Source (Part 1)

This intro to mastering Fluent Bit covers what Fluent Bit is, why source installs matter, and how to get it running locally in minutes.

April 17, 2025

by Eric D. Schabell

CORE

· 7,547 Views · 4 Likes

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

· 17,272 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

· 6,564 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

· 7,902 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

· 7,582 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

· 20,465 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

· 14,076 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

· 73,813 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

· 7,203 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

· 4,814 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

· 5,960 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

· 7,018 Views · 7 Likes