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ExternalFrontend Development
Vercel Blog

Vercel Sandbox now supports Devin Outposts

now supports . Each Devin session executes in its own isolated Sandbox microVM, with no local Outpost worker to keep online.Vercel SandboxDevin Outposts The Devin control plane stays with Cognition, where the agent loop handles inference and planning. Session orchestration and command execution run in your Vercel project, and a manages each session's lifecycle.durable workflow With the integration, teams can: To get started, and approve the connection as a Devin administrator. Encrypted creden

Vercel BlogRead original
ExternalSoftware Engineering
DEV Community

How Should a Low-Code Platform Design Its Data Model?

In the previous post about the form engine, I mentioned one judgment: A form is not a page. It is the entry point into a business model. Following that thought leads to a deeper question inside low-code platforms: how should the data model be designed? When many people think about low-code platforms, they first see visible capabilities such as forms, pages, workflows, reports, and dashboards. But what really determines how far a platform can go is often not how quickly pages can be assembled, bu

architecturedatabasesoftwareengineering
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Solo founders need a SOC 2. Here's how.

A one-person company ships like a 20-person team now. That is the whole reason this problem exists. You are selling to companies big enough to have a procurement process, at a headcount that used to mean you were never in the room. So the questionnaire arrives, there is a SOC 2 line in it, and every control you read about assumes a team you do not have. Five years at Deloitte auditing SOC 2 for tech companies across the US and Canada. 30+ of them, for names like LinkedIn, Affirm and Ripple. In a

securitystartupdevops
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Você testou a API funcionando. E quando ela cair?

O caminho feliz sempre passa. O problema é o outro. Sua integração com o gateway funciona. Você testou. O teste tá verde. Deploy feito, tá em produção há meses. Aí, numa terça qualquer, o gateway devolve um erro 500. Instabilidade do lado deles. E o seu app? Cospe uma tela branca com Undefined array key "transaction_id" na cara do cliente. Porque seu código pegou a resposta de erro e tentou ler o transaction_id que não existe ali. Você testou a API funcionando. Nunca testou ela falhando. E é e

laravelphptesting
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

The Impact of AI on Development, Writers' Lives and the Future Landscape: An Essay by Ted Rubin

Ted examines how artificial intelligence can benefit developers while also posing potential risks to writers, emphasizing a balanced and ethical approach. We're living in an era where the boundaries between human creativity and machine-driven innovation are increasingly blurred. Artificial intelligence (AI) has revolutionized various industries, from healthcare to finance, and its influence on software development is no exception. But as AI assumes a more prominent role in shaping our world, it'

aiimpactontechwritersintheageofaitechdevelopmentethics
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Seu teste bate na API de verdade? Um dia ela vai te trair

O teste quebrou. E não foi você. Segunda de manhã, você abre o projeto e o CI tá vermelho. Você não mexeu em nada desde sexta. Abre o log: o teste de integração com a API de pagamento falhou. Timeout. O gateway deles teve uma instabilidade às 3 da manhã. Seu código tá perfeito. Mesmo assim, o build tá vermelho, o deploy travado, e agora você perde meia hora provando que o problema não é seu. Já passou por isso? Teste que depende de API externa é assim: lento, instável e quebra por motivos que

laravelphptesting
DEV CommunityRead original
ExternalBackend Development
Laravel News

Image Dominant Color and HEIC Support in Laravel 13.24

Laravel 13.24 adds dominant color detection and HEIC support to the image API, a modelKeys() query builder method, and an array_keys validation rule. The post Image Dominant Color and HEIC Support in Laravel 13.24 appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

NewsLaravel Releases
Laravel NewsRead original

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