Microservices Resources

Building a Rate Limiter and Throttling Layer Using Spring Boot and Redis

Learn to build a lightweight, in-app rate limiter using Spring Boot and Redis to prevent API overload, brute-force attacks, and accidental misuse.

September 1, 2025

by Vivek Rajyaguru

· 4,441 Views · 4 Likes

Top Metrics to Watch in Kubernetes

Explore the most impactful Kubernetes metrics that drive better observability, reduce downtime, and help teams scale clusters with confidence.

September 1, 2025

by Vibhuti Sharma

· 4,023 Views · 7 Likes

The Death of Static Rules: Making Microservices Smart, Flexible and Easy to Change

Hardcoded rules are dead—externalize your microservice policies into JSON/YAML for faster updates, cleaner code, and AI-powered adaptability.

August 29, 2025

by Bharath Kumar Reddy Janumpally

· 3,612 Views · 1 Like

Integration Testing AI Prompts With Ollama and Spring TestContainers

Spring TestContainers lets you easily test AI prompts in Spring Boot using real Ollama models with a simple annotation setup.

August 29, 2025

by Nguyen Phuc Hai

· 3,617 Views · 8 Likes

Implementing Budget Policies and Budget Limits on Databricks

This guide walks us through the steps to implement Budget policies and Budget Policy limits on Serverless Compute in Databricks to account cost in an effective approach.

August 29, 2025

by Prasath Chetty Pandurangan

· 4,449 Views · 1 Like

Development of System Configuration Management: Handling Exclusive Configurations and Associated Templates

This article details exclusive host configurations, API-based control, templating improvements, logging, metrics, and modular SCM design for flexible system management.

August 29, 2025

by Georgii Kashintsev

· 5,040 Views · 4 Likes

Beyond Keys and Values: Structuring Data in Redis

In this guide, we focus on designing and choosing the right data structures for Redis to build an efficient, scalable and maintainable caching layer.

August 28, 2025

by Subhashini Raman

· 2,232 Views · 4 Likes

Development of System Configuration Management: Working With Secrets, IaC, and Deserializing Data in Go

This article covers migrating to a new Go-based SCM. It evolved from basic to supporting IaC, secret management, and more, becoming a flexible infrastructure tool.

August 27, 2025

by Georgii Kashintsev

· 2,508 Views · 5 Likes

Optimizing Docker Container Logging: Strategies for Scalability and Performance

Let's explore the significance of various logging types and their impact on selecting optimal solutions for scalable containerized applications.

August 27, 2025

by Muthukumar Kubendran

· 3,281 Views · 2 Likes

Seamless Storage: Configuring Kubernetes PVC for Windows Shared Folders With SMB

Step-by-step guide to connect Kubernetes PVCs to Windows shared folders using SMB. Use csi-driver-smb to integrate legacy storage with scalable container apps.

August 27, 2025

by Thiago Loureiro

· 3,166 Views · 2 Likes

How to Implement Kill Switch Feature Flags in a Spring Boot Application

Kill switches are a type of feature flag that allows you to shut off features in your application quickly. Learn to use them in a Spring Boot app.

August 26, 2025

by Tilde Thurium

· 3,243 Views · 7 Likes

Agent-to-Agent Protocol: Implementation and Architecture With Strands Agents

Strands Agents SDK supports multiple AI providers (Anthropic, OpenAI, Amazon Bedrock, etc.) and integrates with thousands of tools via Model Context Protocol (MCP).

August 25, 2025

by Rakesh Kumar Pal

· 2,698 Views · 2 Likes

Building a 3D WebXR Game with WASI Cycles: Integrating WasmEdge, Wasmtime, and Wasmer to Invoke MongoDB, Kafka, and Oracle

Develop Fullstack WASM and WASI using all the most popular frameworks, databases, frontends, etc., from top to bottom, including source code

August 25, 2025

by Paul Parkinson

· 2,621 Views · 4 Likes

Data Lake, Warehouse, or Lakehouse? Rethinking the Future of Data Architecture

AI is driving data lakes, warehouses, and lakehouses to converge into open, real-time platforms powered by Iceberg, Trino, and DuckDB.

August 22, 2025

by Miguel Garcia

CORE

· 2,794 Views · 1 Like

Greenplum vs Apache Doris: Features, Performance, and Advantages Compared

Compare Greenplum vs. Apache Doris for MPP-based analytics. Learn which database suits real-time, high-concurrency workloads and evolving data architectures.

August 21, 2025

by li yy

· 2,669 Views · 2 Likes