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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
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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
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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
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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
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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
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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
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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
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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
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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
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Week 12 of #100DaysOfCode: Exploring Spring Cloud and Microservices Infrastructure

Introduction This week was another challenging but rewarding part of my #100DaysOfCode journey. I continued going deeper into Microservices with Spr…

100daysofcodejavaspringmicroservices
Dev.to Sep 6, 2026, 22:08 UTC
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Decomposing a Monolith into Microservices with Call Graph Analysis

Decomposing a Monolith into Microservices with Call Graph Analysis Splitting a monolith into microservices is a problem of finding boundaries. The w…

rustjavamicroservicesrgctl
Dev.to Sep 2, 2026, 20:52 UTC
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Handling Partial Failures in Distributed Systems

Quick Answer: To handle partial failures in distributed systems, avoid complex distributed transactions. Instead, design for the "unhappy path" usin…

distributedsystemssoftwareengineeringmicroservicessystemdesign
Dev.to Sep 1, 2026, 15:01 UTC
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Week 11 of #100DaysOfCode: Learning and Building Microservices with Spring Boot

Introduction This week has been another challenging but rewarding part of my #100DaysOfCode journey. I moved from learning Microservices Architectur…

100daysofcodejavamicroservicesspringboot
Dev.to Aug 30, 2026, 19:12 UTC
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What may degrade, and what must fail fast

Six services sit between a buyer clicking "buy" and a vendor eventually getting paid: auth , gateway , catalog , inventory , order , and now settlem…

microservicesjavaarchitectureresilience
Dev.to Aug 29, 2026, 04:09 UTC
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Building a Lightweight Microservice Developer Toolchain with Docker and Taskfile

By Azzedine Rih Microservices do not need an elaborate local platform. They need a repeatable way to start dependencies, run checks, inspect failure…

devopswebdevmicroservicesproductivity
Dev.to Aug 27, 2026, 10:26 UTC
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API Protocols Unpacked: A Decision Matrix for REST, GraphQL, & gRPC in High-Throughput Systems

Introduction & Industry Context The backbone of modern distributed systems, microservices, and client-server architectures is the Application Pr…

apidesignmicroservicesgrpcgraphql
Dev.to Aug 25, 2026, 10:05 UTC
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Week 10 of #100DaysOfCode: Exploring Microservices and Modern Architecture

Introduction This has been one of the toughest weeks I've experienced since starting this challenge. There were moments when I doubted myself , ques…

100daysofcodespringmicroservicessoftware
Dev.to Aug 23, 2026, 16:27 UTC
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Kafka vs RabbitMQ vs NATS (2026): Performance, Use Cases, Latency, Throughput & Microservices

Kafka vs RabbitMQ vs NATS (2026): Performance, Use Cases, Latency, Throughput & Microservices Choosing the right messaging system can have a maj…

architecturedistributedsystemsmicroservicesperformance
Dev.to Aug 21, 2026, 11:40 UTC
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GoFr: A Practical Introduction to Building Microservices with Go

Building microservices in Go can be lightweight and fast, but setting up the common pieces of a production-ready service can still take time. This i…

backendgomicroservicesopensource
Dev.to Aug 19, 2026, 05:25 UTC
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The Outbox Pattern Is Not Enough

The textbook version of the transactional outbox is tight. You save the domain entity and an outbox row in one local transaction. A background sched…

kafkadistributedsystemsmicroservicesspringboot
Dev.to Aug 17, 2026, 21:04 UTC
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Introduction to the Cloud-Native World with Azure Kubernetes Services (AKS) - Series Part 4

Efficient CI/CD Pipelines for Azure Kubernetes Services (AKS): Automation and Scalability In modern cloud-native environments, Continuous Integratio…

azurekubernetesmicroservicessystemdesign
Dev.to Aug 14, 2026, 07:00 UTC
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Exploring Backend Development with Java!

Looking to delve into backend development using Java? Here are compelling reasons why it's a smart move. Enterprise-Ready: Java is the foundational…

javabackendsoftwaredevelopmentmicroservices
Dev.to Aug 12, 2026, 08:06 UTC
EN

Introduction to the Cloud-Native World with Azure Kubernetes Services (AKS) - Series Part 2

Digital transformation has led companies to organize their infrastructure and development processes in entirely new ways. To address the challenges…

azurekubernetesmicroservicessystemdesign
Dev.to Aug 10, 2026, 07:00 UTC
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I Built a Tool That Auto-Fixes Downstream Code When You Change an API

You change a field in your proto file. You push it. Then you spend the next two days pinging 4 teams on Slack asking them to update their consumers.…

apiopensourcedevtoolsmicroservices
Dev.to Aug 5, 2026, 07:02 UTC
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Building Laravel NATS: A Modern, Production-Ready NATS Integration for Laravel

Building Laravel NATS: A Modern, Production-Ready NATS Integration for Laravel When building distributed systems, one of the biggest challenges is e…

laravelphpmicroservicesopensource
Dev.to Aug 2, 2026, 18:07 UTC
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Brownfield System Design Interviews: How to Answer Migration and Legacy Questions

The Prompt That Filters Greenfield Preparation Somewhere in the middle of many senior loops, the interviewer abandons the clean-slate prompt and rea…

systemdesigninterviewmicroservicesarchitecturecareer
Dev.to Aug 1, 2026, 14:25 UTC
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AWS Lambda and NestJS: Communication between services

Originally published on Medium on November 11, 2023. In this guide, we’ll speak about communication in a distributed system using AWS Lambda and Nes…

awsmicroservicesnestjsserverless
Dev.to Aug 1, 2026, 11:15 UTC
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The Modern API Gateway: Beyond Simple Routing

The API Gateway Has Grown Up When API gateways first entered the enterprise architecture conversation, the value proposition was straightforward: pu…

apiarchitecturebackendmicroservices
Dev.to Jul 30, 2026, 15:42 UTC
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The Lateral Isolation Tax: Preventing Direct Communication Between Peer Services

I put together a project to document an architectural discipline I call " Lateral Isolation ". The core idea is simple: preventing direct communicat…

architecturemicroservicesjavaprogramming
Dev.to Jul 29, 2026, 18:32 UTC
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Microservices with Python: Build Scalable Applications

Microservices with Python: Build Scalable Applications tags: python, microservices, architecture, tutorial Microservices with Python: Build Scalable…

pythonmicroservicesarchitecturetutorial
Dev.to Jul 27, 2026, 06:01 UTC

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