AI in Development

Assistants, agents, models, context, prompts, MCP, code generation, testing and engineering workflows supported by artificial intelligence.

11articles

Ilustração futurista de um assistente de IA conectando conversas de equipe, código, documentos e controles de permissões em painéis digitais.

AI in Development27/09/20268 min read

Copilot in Slack and Teams: how to use conversation context without losing the source

GitHub Copilot integrations with Slack and Microsoft Teams now accept more conversation context and strengthen links between discussions, issues, and pull requests. Learn how to us...

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Notebook em mesa de desenvolvimento com IDE JetBrains aberto, interface de código, assistente robótico de IA e ícones de produtos JetBrains ao lado.

AI in Development26/09/20265 min read

GitHub Copilot for JetBrains 1.18.0: where to check compatibility and features

GitHub Copilot for JetBrains 1.18.0 adds assisted approvals, message re-editing, organization skills, Codex planning, and new MCP controls. Learn how to separate plugin compatibili...

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Desenvolvedor usa notebook com tela de revisão de código enquanto um assistente robótico de IA se conecta a gráficos de métricas e indicadores de pull request.

AI in Development26/09/20265 min read

Copilot metrics API adds pull request review stages: what to measure

The GitHub Copilot usage metrics API now splits pull request review into three stages with median and p90 values. Learn how to interpret the fields, volumes, and limits without con...

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Notebook com interface do GitHub Copilot e elementos visuais de validação, segurança, equipe e documentos de configuração.

AI in Development26/09/20263 min read

GitHub Copilot adds an enterprise settings validator: where to check policies

GitHub added an in-product validator for Copilot enterprise-managed settings. See where to find the check, which files it covers, what errors it reports, and how to confirm fixes.

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Notebook em mesa de trabalho com painel escuro de configurações administrativas, controles de ativação e mascote robótico azul e roxo ao lado.

AI in Development25/09/20263 min read

GitHub Copilot: how to adjust the default policy before October 22

Copilot Business and Enterprise administrators should review the default for unconfigured features before October 22, 2026.

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Estação de desenvolvimento com notebook, ondas de áudio bidirecionais, diagrama de agente de voz e smartphone conectado ao fluxo de telefonia.

AI in Development16/09/20267 min read

GPT-Live-1 API: what full duplex, new voices, and telephony change

Learn how GPT-Live-1 changes voice-agent architecture, where full duplex reduces complexity, and what still belongs in the backend.

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Ilustração futurista dividida entre um núcleo azul de orquestração de agentes e uma estação de trabalho, com cartões que separam funções do harness e responsabilidades da aplicação.

AI in Development13/09/20268 min read

OpenAI Agents API: what the managed harness owns and what stays with your app

Understand the Agents API responsibility split: sessions, context, subagents, and hosted sandbox support in the harness; product logic, tools, permissions, and infrastructure still...

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Ambiente de desenvolvimento com notebook exibindo um painel unificado de IA, enquanto cartões de políticas, segurança, equipe e histórico convergem para controles centrais.

AI in Development12/09/20267 min read

Unified GitHub Copilot after Sept. 28: policies, chat retention, and admin controls

GitHub will unify cloud agent, Chat on GitHub.com, and Chat in Mobile under one policy. See the impact on retention, opt-out, and administrator controls.

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Laptop em estúdio de produção musical com dois painéis de código de API, onda sonora luminosa, fones de ouvido, teclado MIDI e monitores de áudio.

AI in Development09/09/20265 min read

Lyria 3.5 API IDs: why generateContent and Interactions examples differ — and which one to use

Current Lyria 3.5 IDs converge on Pro and Clip Preview. Learn what to use with Interactions or generateContent, what “legacy” means, and how to migrate without copying inconsistent...

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Braço robótico, microscópio e módulos de hardware conectados a um núcleo digital luminoso em um laboratório futurista.

AI in Development02/09/20268 min read

Anthropic Model Hardware Standard: what MHS is and what changes for agents controlling devices

MHS standardizes how agents discover and control programmable hardware. Learn about drivers, MCP, safety, limitations, and what the research preview can already do.

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Notebook em mesa escura exibe uma arte do OpenAI DevDay 2026 com a data 29/9, referências à keynote, livestream, APIs e ferramentas, ao lado de um calendário de setembro.

AI in Development01/09/20265 min read

OpenAI DevDay 2026: how to watch the September 29 keynote and what is confirmed

The OpenAI DevDay 2026 keynote will stream free on September 29; check the Brazil time, confirmed schedule, and what still awaits an announcement.

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