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ExternalSoftware Engineering
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microservice ต้องมี observability แค่ไหน ถึงจะคุ้ม

microservice ต้องมี observability แค่ไหน ถึงจะคุ้ม มีเรื่องเล่าในทีมที่ผมเคยทำงานด้วย: ระบบล่มตอนตี 2 — pager ดัง — dev ตื่นมาเปิด laptop payment-service — ใช้เวลาอีก 20 นาทีไล่ว่า request นี้ผ่าน auth-service → order-service → payment-service → แล้วพังที่ payment-service เพราะ inventory-service ตอบกลับมา 500 1 ชั่วโมง 5 นาที — เพื่อรู้ว่า "พังที่ inventory" ถ้ามี tracing — รู้ใน 2 นาที นี่คือเหตุผลที่ observability เกิด — แต่มันก็มีราคาที่ต้องจ่าย ไม่ใช่แค่ monitoring — monitoring บอกว่า "CPU

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ExternalSoftware Engineering
DEV Community

Pare de escrever prompts. Comece a escrever especificações.

O próximo salto da Engenharia de Software não será escrever mais código com IA. Será ensinar a IA exatamente o que construir. Olá, Mentes Tech! Nos últimos anos vimos uma explosão de ferramentas de IA para desenvolvimento. GitHub Copilot Cursor Claude Code Gemini CLI OpenAI Codex A produtividade aumentou absurdamente. Mas um novo problema apareceu. Depois de alguns dias de desenvolvimento, ninguém mais sabe responder perguntas simples: Por que essa regra existe? Esse comportamento foi um requisi

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ExternalSoftware Engineering
DEV Community

Choosing a headless CMS

A headless CMS separates where content is edited from where it's displayed. Editors manage content in a friendly interface; your front end pulls it over an API and renders it however you like. That decoupling is powerful — but the market is crowded, and picking wrong means either a frustrated content team or a fragile integration. The right choice depends less on feature checklists than on who edits the content and how it's structured. Ignore the marketing. Headless CMS options cluster into a fe

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ExternalSoftware Engineering
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JVM Internals for Microservices: Classloading, Memory, and GC in Containers

A few years ago, an iPaaS platform I worked started experiencing intermittent pod restarts in Kubernetes. The issue initially appeared unrelated to the integration workloads themselves. Customer integrations were processing messages successfully, API response times remained stable, and the platform showed no obvious signs of distress. Yet several integration runtime pods were being restarted multiple times a day. At first, the investigation focused on application-level concerns. Since the platfo

javamicroservicestutorial
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