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ExternalSoftware Engineering
DEV Community

O que 9 artigos em 15 meses me ensinaram sobre escrever com constância

Eu tenho um padrão de publicação estranho. Cinco artigos em quatro meses. Depois sete meses de silêncio total. Três artigos em cinco semanas. Depois quase três meses de silêncio de novo. Um artigo. E aqui estou eu, tentando entender o que esse padrão realmente significa antes de simplesmente prometer "vou postar toda semana" e repetir o ciclo. Entre abril e julho de 2025, escrevi sobre os fundamentos: um plano de estudos de engenharia de plataforma, os sinais de que uma infraestrutura precisa de

careerproductivitywriting
DEV CommunityRead original
ExternalSoftware Engineering
GitHub Changelog

Enterprise team specialization for managed settings

Enterprise administrators can now customize managed settings by targeting enterprise teams with itemized configuration files. Large enterprises can scale governance without bottlenecking every configuration change through central administrators or one-size-fits-all… The post Enterprise team specialization for managed settings appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalSoftware Engineering
DEV Community

RAG Cost Estimates: Token Counts, Embeddings, and Node.js Semantic Search

Short answer: For an ask-your-docs semantic search app, batch document indexing, estimate token spend before rollout, and send chat only the top retrieved chunks; that keeps RAG cost under deliberate control. I build RAG and agent features in Python, even when the serving app is Node.js, because I want the eval harness close to the retrieval experiments. The language boundary is rarely the budget problem. Prompt shape is. Start by treating every uploaded document as an ingestion job: split it, g

ragnodeai
DEV CommunityRead original
ExternalAI
OpenAI News

Apple is getting this wrong

OpenAI addresses Apple’s baseless lawsuit, corrects claims about its employees, and shares messages documenting what happened.

Company
OpenAI NewsRead original
ExternalDevOps
AWS DevOps Blog

Analyze and remediate technical debt autonomously with AWS Transform – continuous modernization

Introduction In a recent post, my colleague Micah Walter introduced AWS Transform – continuous modernization in public preview. Today, this capability is generally available in regions supported for AWS Transform . Development velocity continues to increase. But velocity without maintenance accumulates technical debt at speed. The faster software scales, the faster technical debt compounds. At […]

AWS TransformLaunchNews
AWS DevOps BlogRead original

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