Microservices Resources

Boosting Developer Productivity in Kubernetes-Driven Workflows: A Practical Checklist

Teams can ultimately boost Kubernetes productivity with the use of better tooling, automation, observability, and platform engineering practices.

September 25, 2025

by Louis-Guillaume Morand

· 3,440 Views · 2 Likes

Death by a Thousand YAMLs: Surviving Kubernetes Tool Sprawl

Kubernetes growth brings cluster and tool sprawl, driving complexity, cost, and security risks. Learn about emerging solutions like platform engineering and AI.

September 24, 2025

by Yitaek Hwang

CORE

· 4,571 Views · 1 Like

Why I Ditched Redis for Cloudflare Durable Objects in My Rate Limiter

Replaced Redis rate limiter with Cloudflare Durable Objects, achieving 5ms response times (vs 150ms), 70% cost savings, and global edge performance at 500+ req/sec.

September 24, 2025

by horus he

· 3,128 Views

Running AI/ML on Kubernetes: From Prototype to Production — Use MLflow, KServe, and vLLM on Kubernetes to Ship Models With Confidence

Run scalable, reliable AI/ML inference on Kubernetes with MLflow, KServe, and AutoML, and explore deployment, orchestration, and performance at scale.

September 23, 2025

by Boris Zaikin

CORE

· 8,660 Views · 3 Likes

A Backend-First Approach to Production-Scale LLM Applications

A backend-first AI design with Laravel, queues, Redis, SSE, and MySQL powers resilience, scalability, and uninterrupted user experiences.

September 19, 2025

by Kolawole Yusuf

· 3,122 Views · 1 Like

Spring Boot WebSocket: Building a Multichannel Chat in Java

This is a step‑by‑step guide to a reactive Spring Boot WebSocket chat with WebFlux and MongoDB, including config, handlers, and manual tests.

September 19, 2025

by Bartłomiej Żyliński

CORE

· 3,734 Views · 4 Likes

Unified Checkout Experience Through Micro Frontend Architecture

Learn about the architecture and design for building a scalable end-to-end product that can integrate front-end apps to provide a cart and payment services.

September 18, 2025

by Vaibhav Rastogi

· 2,433 Views · 1 Like

Development of System Configuration Management: Summary and Reflections

Custom-built SCM enhances infrastructure reproducibility and automation, but persistent challenges require continuous architectural improvements and smarter decisions.

September 18, 2025

by Georgii Kashintsev

· 2,168 Views · 1 Like

Building a Platform Abstraction for EKS Cluster Using Crossplane

Build Crossplane abstractions that let your devs request EKS clusters without writing infrastructure code. Create XRD and composition to hide details.

September 17, 2025

by Ramesh Sinha

· 4,303 Views · 2 Likes

Development of System Configuration Management: Performance Considerations

Integrated caching in Consul greatly improved SCM config delivery speed, using goroutines and checksums to reduce load, though deployment latency initially increased.

September 17, 2025

by Georgii Kashintsev

· 2,032 Views · 1 Like

Beyond Code: How to Use AI to Modernize Software Architecture

AI can accelerate development, but without guidance, it risks deepening architectural debt — with solid context and prompts, it can help strengthen architecture.

September 16, 2025

by John Vester

CORE

· 3,054 Views · 2 Likes

How TBMQ Uses Redis for Persistent Message Storage

Learn how we use Redis to scale MQTT session persistence in TBMQ — replacing PostgreSQL and improving performance with Lua scripts and the Lettuce async client.

September 16, 2025

by Dmytro Shvaika

· 5,820 Views · 19 Likes

From Laptop to Cloud: Building and Scaling AI Agents With Docker Compose and Offload

AI agents need more than one service. Docker Compose keeps them simple to run, and Docker Offload shifts workloads to cloud GPUs.

September 15, 2025

by Pragya Keshap

· 7,352 Views · 4 Likes

Spring Cloud Gateway With Service Discovery Using HashiCorp Consul

This article introduces HashiCorp Consul, a service registry and discovery tool that integrates well with Spring Boot and supports reactive programming.

September 15, 2025

by Vishnu Viswambharan

· 5,014 Views · 4 Likes

AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems

AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.

September 12, 2025

by Nilesh Charankar

· 4,625 Views · 1 Like

Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options

AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.

September 12, 2025

by Aruun Kumar

· 3,197 Views · 2 Likes

Crafting Keys: Best Naming Strategies and Sorting Techniques in Redis

In large-scale systems, effective grouping and indexing choices often define whether queries return in milliseconds or get stuck in multi‑second blocking scans.

September 10, 2025

by Subhashini Raman

· 2,233 Views

Using ChartMuseum as a Helm Repository

ChartMuseum is a lightweight, open-source Helm Chart repository for Kubernetes. Learn how to deploy it, enable authentication, and integrate with CI/CD.

September 9, 2025

by Tanmay Batham

· 3,614 Views