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DZone Microservices Zone

Recent posts in Microservices on DZone.com

Architecting Trust: Agentic Microservice Testing Strategies in the Era of Non-Deterministic AI

The enterprise software landscape is undergoing a foundational architectural shift that rivals the original transition from monolithic applications...
Posted on 8 September 2026 | 2:00 pm

Multilingual Conversational Payments Chatbot Architecture: Enterprise RAG With Safety Guardrails, Human Handoff, and Multi-Modal Support

A few months into any serious RAG deployment, most engineering teams tend to hit the same wall. Our AI-powered payment assistant demo worked beauti...
Posted on 4 September 2026 | 6:00 pm

The Startup Time Trick Hiding Inside Your Docker Build

Every Java developer who runs services on Kubernetes has watched this scene play out. Traffic spikes, the autoscaler adds a pod, and then everyone ...
Posted on 3 September 2026 | 6:00 pm

Making Running Optional: Scaling AI Agents on Kubernetes With Agent Substrate

What if you could multiplex roughly 250 stateful agent sessions across eight Kubernetes worker Pods, then reactivate any one without losing its in-...
Posted on 3 September 2026 | 12:00 pm

Portable Intelligence Architecture: When the Runtime Becomes the Hard Problem

For two decades, we focused on moving data to the intelligence. Now, we’re seeing a massive shift: we have to move the intelligence to the data. Th...
Posted on 2 September 2026 | 7:00 pm

Node.js Microservices Architecture: A Complete Guide

Most teams don't decide to build microservices. They get pushed into it. One app grows for a couple of years. More people push into the same codeba...
Posted on 2 September 2026 | 3:00 pm

How to Monitor AI Models Without Drowning in Alerts

When putting their model into production, every team or organization encounters the same issue. Failures go unnoticed for days at first because the...
Posted on 28 August 2026 | 7:00 pm

Member Spotlight: Shamsher Khan

There’s always more to our contributors than what you see in their author profiles. For our latest Member Spotlight, I sat down with Shamsher Khan ...
Posted on 28 August 2026 | 1:30 pm

How Open Source Builds the Soft Skills Technical Leaders Need

Software engineers often view soft skills as secondary, considering them relevant mainly for managers, recruiters, or those frequently in meetings,...
Posted on 27 August 2026 | 1:00 pm

Understanding RabbitMQ Exchange Types in Spring Boot

In this blog, you will take a closer look at the different exchange types that can be used in RabbitMQ. All are demonstrated by means of examples...
Posted on 26 August 2026 | 1:00 pm

Containerizing Spark and Lakehouse Development with Docker

Most Docker content targets web developers shipping stateless services. However, data engineers, who represent a huge and growing population of Doc...
Posted on 25 August 2026 | 7:00 pm

Multi-Account AWS Architecture: Isolating PHI Workloads Without Slowing Down Engineering Teams

Most engineering teams working on healthtech applications reach a point where someone asks a question that sounds simple but isn't: How do we make ...
Posted on 24 August 2026 | 7:00 pm

Cutting AI Token Costs With MgntUtils Stack Trace Filtering

A live production integration case study. Introduction and Purpose of This Article This article is written for mid- and high-level managerial and t...
Posted on 24 August 2026 | 2:00 pm

How Docker Is Becoming an AI Development Platform

It stopped being just a packaging tool the day our onboarding doc got shorter instead of longer. Three weeks into a new ML platform job, I asked a ...
Posted on 19 August 2026 | 5:00 pm

Containerizing LLMs: Best Practices for Docker-Based AI Workloads

The first time I containerized a fine-tuned Llama model for a client's internal search tool, the build finished at 38 gigabytes. I remember staring...
Posted on 19 August 2026 | 2:00 pm

How Different Docker Engine Versions Led to Partial Traffic Unavailability in Docker Swarm

If different Docker Engine versions are running simultaneously in a Docker Swarm cluster, this may lead not to an obvious service outage but to a m...
Posted on 19 August 2026 | 1:00 pm

Building Internal Developer Platforms on Kubernetes: The Abstraction Problem Nobody Warns You About

Introduction The meeting that changed the platform team's direction was not a technical one. It was a conversation with a product engineer who had ...
Posted on 18 August 2026 | 4:00 pm

Audit-Ready by Design: Building Lineage, Point-in-Time Reconstruction, and Immutability Into Data Architecture

Compliance Checkbox vs. Architectural Constraint Most data platforms treat audit-readiness as a downstream concern. The pipelines are built, the wa...
Posted on 17 August 2026 | 6:00 pm

From raw manifests to self-service Kubernetes apps: creating enterprise-ready open platforms

Sponsored By: NutanixThe following is sponsored content. It may not reflect the views of our editorial staff. Th...
Posted on 14 August 2026 | 4:27 pm

Zone-Aware Routing in Kubernetes: Reducing Latency, Improving Resilience, and Lowering Cloud Costs

This guide explains zone-aware routing from a Kubernetes-first point of view. It covers:
Posted on 13 August 2026 | 12:00 pm