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Optimizing CI/CD Workflows for Microservices: Image Tagging, Deployment, and Toolchain Strategies Across Environments

Introduction: Navigating the Complexity of Microservices CI/CD Microservices architectures have transformed application development by enabling scal…

cicdmicroservicesimagetaggingdeployment
Dev.to Oct 18, 2026, 15:32 UTC
RU

Shared memory в ROS 2 Humble: CycloneDDS + iceoryx на практике

Shared memory в ROS 2 это буквально чит-код на бесплатное ускорение? Одна строка в конфиге, и мегабайтные сообщения летят через общую память, а не ч…

ros2shmperfomancemicroservices
Habr Oct 17, 2026, 13:49 UTC
RU

Прорастание в собственный контур

Часть один Имеется большая часть кодовой базы, в которой есть логика, которую требуется вынести... Один, два, три Читать далее

microservices
Habr Oct 14, 2026, 12:37 UTC
EN

The Architecture Decision I'd Reverse Today

Boundaries Before Networks The slide was titled "Target Architecture." Five boxes. Five services. Clean arrows between them: Users, Billing, Notific…

architecturedjangomicroservicespython
Dev.to Oct 13, 2026, 06:28 UTC
EN

How to Prevent Retry Storms in Microservices

Quick Answer: A retry storm occurs when deeply nested microservices independently retry failed downstream requests, causing exponential traffic ampl…

microservicessystemdesigndistributedsystemsbackend
Dev.to Oct 11, 2026, 14:26 UTC
EN

Distributed Transactions in Practice: 2PC vs Saga Orchestration and Compensating Workflows

In monolithic architectures, ACID transactions are taken for granted. A single BEGIN TRANSACTION and COMMIT block guarantees atomicity across tables…

architecturemicroservicesbackenddatabase
Dev.to Oct 10, 2026, 00:21 UTC
EN

The Book of Microservices

1. The Monolith In the beginning, there was a monolith. And the monolith was large. Very large. It had been carefully curated over many years by chi…

aiarchitecturemicroservicessoftwareenginering
Dev.to Oct 8, 2026, 15:29 UTC
EN

The Trace Ends Where The Message Starts

The synchronous path is one tree; everything after the publish is another one - and the audit found out why: the headers were empty. 👋 Hi, I'm Anton…

observabilitygomicroservicesdevops
Dev.to Oct 7, 2026, 21:19 UTC
EN

Designing High-Throughput Event-Driven Microservices with Kafka and RabbitMQ

Introduction & Industry Context In the landscape of modern software architecture, event-driven microservices have transitioned from an advanced…

kafkarabbitmqmicroservicessystemarchitecture
Dev.to Oct 5, 2026, 05:23 UTC
EN

When microservices make data harder than it needs to be

Datadog’s recent research captures a reality many teams already feel in practice: once companies move to microservices, their database landscape ten…

architecturedatabasemicroservices
Dev.to Oct 4, 2026, 12:23 UTC
EN

Building Long-Running Payment Workflows with Spring Boot and NERV Event

Building Long-Running Payment Workflows with Spring Boot and NERV Event Some payment operations finish in milliseconds. Others don't. Imagine a paym…

springbootjavaarchitecturemicroservices
Dev.to Oct 4, 2026, 03:23 UTC
EN

Microservices Event Pipelines: Outbox Pattern, CDC, and Idempotent Event Sourcing

In distributed microservice architectures, synchronizing database updates with downstream event streams is a notorious source of silent data drift.…

microserviceskafkapostgresarchitecture
Dev.to Oct 3, 2026, 11:30 UTC
EN

I Built an AI System for 80+ Microservices. Six Months Later, My Whole Team Uses It.

In April I wrote about a system I built on Claude Code that takes an epic to PR-ready code across 80+ microservices. If you read that post, I sounde…

aiproductivitymicroservicesclaude
Dev.to Oct 2, 2026, 15:21 UTC
EN

Architecture on the Chopping Block: The OIDC Dependency We Didn’t Know We Had

Before joining Cloud.ru , I worked at a company that built and deployed enterprise IT solutions for large customers. Its main product was a packaged…

architecturemicroserviceskerberosoidc
Dev.to Sep 29, 2026, 20:12 UTC
EN

We Ran 100 Microservices on a 16GB Laptop. No Kubernetes.

Local development for a handful of services is easy. Local development for seven business domains and a hundred services is where most setups quietl…

devopsmicroservicesdockeropensource
Dev.to Sep 27, 2026, 13:25 UTC
EN

What a hard, high-impact cloud change looks like from the inside

Let me show you what a hard high-impact change actually looks like in practice A team I worked with had a microservices architecture. Seven services…

architectureawsinfrastructuremicroservices
Dev.to Sep 26, 2026, 17:09 UTC
EN

Stop Chasing Exactly-Once. Your Kafka Consumer Just Needs to Not Care

Every few months a team I talk to decides they need exactly-once delivery in Kafka. They read the docs, discover processing.guarantee=exactly_once_v…

javamicroserviceskafkaspringboot
Dev.to Sep 20, 2026, 14:47 UTC
EN

AWS Step Functions vs Camunda for Sagas: Two Orchestrators, Different Blast Radii

Here's a trap I've watched smart teams walk into. They pick a saga orchestrator by comparing the two engines feature-for-feature, decide they both "…

awsarchitecturemicroservicessaga
Dev.to Sep 20, 2026, 10:38 UTC
EN

Diagnosing and Fixing Flaky Microservice Tests

[Why microservice tests become flaky — the root causes] [How to reproduce and isolate flaky behavior reliably] [Fix patterns that actually stop flak…

testingmicroservices
Dev.to Sep 20, 2026, 08:02 UTC
EN

Event Sourcing in AWS

Imagine that your team has been running a distributed event sourced architecture for many years and then one day you realised that you've been doing…

architectureawsmicroservicessystemdesign
Dev.to Sep 17, 2026, 10:59 UTC
EN

Circuit Breaker Pattern Explained: How to Prevent Cascading Failures in Distributed Systems

Circuit Breaker Pattern What happens when one service fails, but your entire system keeps calling it anyway ? Imagine your payment service is down.…

microservicesdistributedsystemssoftwareengineeringcircuitbreakerpattern
Dev.to Sep 16, 2026, 13:05 UTC
RU

redb 4.0: XML-маршруты, ленивые ссылки, уникальные ключи и WS-Trust в одном мажоре

Мажор всей экосистемы: что появилось в redb.Core, redb.Route, redb.Tsak и redb.Identity , что закрыто по безопасности и что ломает обновление. Много…

dotnetreleaseintegrationpostgresqloidcmicroservices
Habr Sep 14, 2026, 11:11 UTC
EN

Week 13 of #100DaysOfCode: Completing Spring Microservices and Starting JUnit 5

Introduction This week was another challenging but rewarding part of my #100DaysOfCode journey. I started the week by learning about Docker and cont…

100daysofcodespringmicroservicestesting
Dev.to Sep 13, 2026, 23:09 UTC
EN

Keeping Services Loosely Coupled Without Making Everything Abstract

Loose coupling is one of those things everyone agrees with until they have to do it. Then it turns into a mess of interfaces, event buses, and six l…

architecturemicroservicessoftwareengineeringapi
Dev.to Sep 13, 2026, 00:00 UTC
EN

Bridging Webhooks to Your Event Mesh: A Secure Edge Pattern for Kafka, Redpanda, and NATS

API event standardization API integration middleware API webhook payload mapping AsyncAPI specification AsyncAPI webhook design asyncAPI webhooks Cl…

apiarchitecturemicroservicesstreaming
Dev.to Sep 11, 2026, 04:20 UTC
EN

Keeping Services Loosely Coupled: A Practical Guide

I have spent too many weekends untangling services that knew way too much about each other. Every time I changed a field name in one service, three…

architecturemicroservicessoftwareengineeringbestpractices
Dev.to Sep 10, 2026, 08:01 UTC
EN

Designing a Matching Engine in Rust: Price-Time Priority Without GC Pauses

A spot exchange matching engine has a narrow job. It takes an ordered stream of commands - new order, cancel, replace - applies them to an order boo…

rustarchitecturesystemdesignmicroservices
Dev.to Sep 8, 2026, 11:29 UTC
EN

Moleculer vs NestJS: which one, and when

If you are choosing a framework for a Node.js backend that will be more than one service, you will end up comparing NestJS and Moleculer. People ask…

nodenestjsmicroservicesjavascript
Dev.to Sep 7, 2026, 19:01 UTC
EN

Atomic Microservices: Transactional Outbox in Laravel 📦

The Fatal Dual-Write Problem As your enterprise backend evolves from a monolithic application into a distributed microservices architecture, you ine…

laravelphpmicroservicesarchitecture
Dev.to Sep 7, 2026, 04:20 UTC
EN

Resilient Fintech Microservices: High-Throughput with .NET 10 and Apache Kafka

In the fintech sector, data integrity and system reliability are paramount. When managing sensitive operations such as credit products, loan disburs…

dotnetkafkadistributedsystemsmicroservices
Dev.to Sep 7, 2026, 02:21 UTC

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