The “Monolith → Microservices” story is familiar. But what if 1 episode of Squid Game generates 1 million trace spans?

Meet Cosmos: #Netflix’s media platform built to handle massive scale.

This #InfoQ video shows how Netflix engineers went beyond the “three pillars of observability” to:
✅ Measure ROI
✅ Spot “long poles” in async workflows
✅ Drive business-level decisions

🎬 Watch here: https://bit.ly/49pyYed

#SoftwareArchitecture #Microservices #Observability #CaseStudy

𝗠𝗶𝗰𝗿𝗼𝗸𝘂𝗯𝗲𝘀:

#Framework #Microservices #Microkubes

https://thewhale.cc/posts/microkubes

Microkubes is an open source framework, for building data management platforms by using microservices.

“We thought #Microservices would solve everything. They didn’t.” Mahendra Rao shows why service-based architectures often beat microservices—for business apps needing independent deployability without full-blown complexity.

Read: https://javapro.io/2025/09/25/demystifying-software-architecture-styles-patterns-part-2/

#SoftwareArchitecture

Microservices Masterclass https://leanpub.com/courses/leanpub/microservicesmasterclass by David Farley is the featured course on the Leanpub homepage! https://leanpub.com #ComputerProgramming #Microservices #DigitalTransformation

Microservices are a great approach for building software at scale. But although the ideas at the root of microservices may sound simple, this is not a simple approach. There are several big traps along the way, and it's important to avoid them...

Find it on Leanpub!

What does “The Local Microservice Behind Every Model” really mean in practice? Think of each model as its own small service running right beside your app.

Read More: https://zalt.me/blog/2026/01/local-llm-microservice

#microservices #softwarearchitecture #machinelearning #backend

Kubernetes & EKS Deep Dive: Hiểu sâu từ con số 0 đến sản phẩm thực tế. Kiến trúc, Pod, Deployment, Service, Ingress, tự động mở rộng, bảo mật với IRSA, lưu trữ EBS/EFS, quản lý chi phí và DevOps với GitOps. Học cách triển khai ứng dụng 3 lớp trên EKS một cách đáng tin cậy và hiệu quả. #Kubernetes #EKS #AWS #DevOps #Container #Microservices #CloudNative #K8s #GitOps #VPSecurity #Vietnamese

https://dev.to/datatechbridge/kubernetes-eks-deep-dive-from-zero-to-production-33km

"Hướng dẫn thực hành xây dựng ứng dụng Spring Boot sử dụng Kafka với Schema Registry và Avro, kết nối PostgreSQL. Giải quyết các vấn đề khi dùng JSON: schema tự thay đổi, tương thích phiên bản, hợp đồng dữ liệu không rõ ràng. Chi tiết bao gồm:
- Producer/Consumer với Avro serialization
- Schema evolution đảm bảo backward compatibility
- Triển khai Schema Registry + PostgreSQL qua Docker Compose
- Hỗ trợ cả Confluent Cloud

#Kafka #Avro #Microservices #SpringBoot #Java #EventDriven #Sch

Microservices Killed Our Startup. Monoliths Would've Saved Us

https://medium.com/lets-code-future/microservices-killed-our-startup-monoliths-wouldve-saved-us-4ebadf584a6d

#HackerNews #Microservices #Monoliths #Startup #Failure #SoftwareArchitecture #TechLessons

Инженерия создания микросервиса spring-web-flux

Создать Spring-сервис просто: существует масса статей и отличная документация. Однако среди всего этого многообразия материалов зачастую сложно разобраться, какой именно набор технологий лучше выбрать и каким образом эти технологии должным образом интегрировать друг с другом. После перехода на новые версии библиотек многое начинает функционировать иначе, появляются совершенно другие подходы. В данной статье я хочу продемонстрировать один из возможных способов разработки микросервиса в 2026 году, а также рассмотреть несколько инструментов автоматической генерации кода: OpenApiGenerator, JooqCodegen, GigaChat, Liquibase — и объяснить, как они работают вместе в рамках единого проекта. Точкой отсчета для построения микросервиса сделаем описание REST API. Допустим, в нашем фантастическом мире аналитик заранее подготовил спецификацию API с помощью формата OpenAPI, хотя подобное встречается и в реальной практике.

https://habr.com/ru/articles/982774/

#spring_framework #reactor #webflux #openapi_generator #jooqcodegen #liquibase #microservices