{"id":15089,"date":"2023-11-19T19:14:09","date_gmt":"2023-11-20T03:14:09","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15089"},"modified":"2025-06-13T22:42:07","modified_gmt":"2025-06-14T05:42:07","slug":"genai-a-new-tool-in-the-developer-toolbox","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/genai-a-new-tool-in-the-developer-toolbox\/","title":{"rendered":"GenAI: uma nova ferramenta na caixa de ferramentas do desenvolvedor"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Os desenvolvedores criam softwares que encantam os consumidores e fornecem aplicativos inovadores para usu\u00e1rios corporativos. Esse of\u00edcio exige mais do que apenas produzir montes de c\u00f3digo; ele incorpora um processo de observa\u00e7\u00e3o, aviso, entrevista, brainstorming, leitura, reda\u00e7\u00e3o e reescrita de especifica\u00e7\u00f5es; projeto, prototipagem e codifica\u00e7\u00e3o de acordo com as especifica\u00e7\u00f5es; revis\u00e3o, refatora\u00e7\u00e3o e verifica\u00e7\u00e3o do software; e um ciclo virtuoso de implanta\u00e7\u00e3o, depura\u00e7\u00e3o e aprimoramento. Em cada est\u00e1gio desse ciclo, os desenvolvedores consomem e geram duas coisas: c\u00f3digo e texto. Afinal, c\u00f3digo \u00e9 texto.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A produtividade dos desenvolvedores \u00e9 limitada por realidades do mundo real, desafios com cronogramas, requisitos pouco claros, base de c\u00f3digo legada e muito mais. Para superar esses obst\u00e1culos e ainda cumprir os prazos, os desenvolvedores h\u00e1 muito tempo dependem da adi\u00e7\u00e3o de novas ferramentas \u00e0 sua caixa de ferramentas. Por exemplo, ferramentas de gera\u00e7\u00e3o de c\u00f3digo, como compiladores, geradores de interface do usu\u00e1rio, mapeadores de ORM, geradores de API etc. Os desenvolvedores adotaram essas ferramentas sem reservas, evoluindo-as progressivamente para oferecer funcionalidades mais inteligentes. Os compiladores modernos fazem mais do que apenas traduzir; eles reescrevem e otimizam o c\u00f3digo automaticamente. O SQL, desenvolvido h\u00e1 cinquenta anos como uma linguagem declarativa com um conjunto de modelos em ingl\u00eas que podem ser compostos, continua a evoluir e a melhorar a experi\u00eancia de acesso a dados e a produtividade do desenvolvedor. Os desenvolvedores t\u00eam acesso a um conjunto infinito de ferramentas para expandir sua caixa de ferramentas.<\/span><\/p>\n<h2>O surgimento da GenAI<\/h2>\n<p><span style=\"font-weight: 400;\">A GenAI \u00e9 uma ferramenta nova e avan\u00e7ada para a caixa de ferramentas do desenvolvedor. GenAI, abrevia\u00e7\u00e3o de Generative AI (IA geradora), \u00e9 um subconjunto de IA capaz de receber prompts e criar de forma aut\u00f4noma muitas formas de conte\u00fado - texto, c\u00f3digo, imagens, v\u00eddeos, m\u00fasica e muito mais - que imitam e, muitas vezes, espelham a qualidade da habilidade humana. Os prompts s\u00e3o instru\u00e7\u00f5es na forma de reda\u00e7\u00e3o expositiva. Prompts melhores produzem textos e c\u00f3digos melhores. O aumento s\u00edsmico em torno da GenAI, apoiado por tecnologias como ChatGPT, copilot, posiciona 2023 para ser anunciado como o \"Ano da GenAI\". Espera-se que o recurso de gera\u00e7\u00e3o de texto da GenAI revolucione todos os aspectos da experi\u00eancia e da produtividade do desenvolvedor.\u00a0<\/span><\/p>\n<h2>Impacto sobre os desenvolvedores<\/h2>\n<p><span style=\"font-weight: 400;\">Algu\u00e9m observou recentemente: '<em>Em 2023, a linguagem natural surgiu como a linguagem de programa\u00e7\u00e3o mais r\u00e1pida<\/em>.' Enquanto a gera\u00e7\u00e3o anterior de ferramentas se concentrava na melhoria incremental da produtividade para escrever c\u00f3digo e melhorar a qualidade do c\u00f3digo, as ferramentas GenAI prometem revolucionar esses e todos os outros aspectos do trabalho do desenvolvedor. O ChatGPT pode resumir uma longa especifica\u00e7\u00e3o de requisitos, fornecer a voc\u00ea o delta do que mudou entre duas vers\u00f5es ou ajud\u00e1-lo a criar uma lista de verifica\u00e7\u00e3o de uma tarefa espec\u00edfica. Para a codifica\u00e7\u00e3o, o impacto \u00e9 dram\u00e1tico. Como esses modelos foram treinados em toda a Internet, com bilh\u00f5es de par\u00e2metros e trilh\u00f5es de tokens, eles j\u00e1 viram muito c\u00f3digo. Ao escrever um bom prompt, voc\u00ea o faz para escrever um grande trecho de c\u00f3digo, projetar as APIs e refatorar o c\u00f3digo. E, em apenas uma frase, voc\u00ea pode pedir ao ChatGPT para reescrever tudo em uma linguagem totalmente nova. Todas essas possibilidades eram simplesmente fic\u00e7\u00e3o cient\u00edfica h\u00e1 apenas alguns anos. Isso faz com que as tarefas rotineiras desapare\u00e7am, as tarefas dif\u00edceis se tornem mais f\u00e1ceis e as tarefas dif\u00edceis se tornem poss\u00edveis. Os desenvolvedores est\u00e3o confiando mais no ChatGPT para explicar novos conceitos e esclarecer uma ideia confusa. Aparentemente, essa tend\u00eancia reduziu o tr\u00e1fego do StackOverflow, um site popular de perguntas e respostas para desenvolvedores, entre <\/span><a href=\"https:\/\/arxiv.org\/abs\/2307.07367\"><span style=\"font-weight: 400;\">16%<\/span><\/a><span style=\"font-weight: 400;\"> para <\/span><a href=\"https:\/\/twitter.com\/svpino\/status\/1684175677136703488\"><span style=\"font-weight: 400;\">50%,<\/span><\/a><span style=\"font-weight: 400;\"> em v\u00e1rias medidas! Os desenvolvedores escolhem a ferramenta vencedora.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mas h\u00e1 uma pegadinha. Mais de um, na verdade. As ferramentas de GenAI da gera\u00e7\u00e3o atual, embora promissoras, n\u00e3o t\u00eam conhecimento de suas metas e objetivos. Essas ferramentas, desenvolvidas por meio de treinamento em uma vasta gama de amostras, operam prevendo o token seguinte, um de cada vez, com base nos padr\u00f5es que encontraram anteriormente. Sua resposta \u00e9 orientada e limitada pelo prompt. Para aproveitar seu potencial de forma eficaz, torna-se imperativo criar prompts detalhados e expositivos. Isso estimula a tecnologia a produzir resultados mais pr\u00f3ximos do objetivo pretendido, embora com um estilo e uma criatividade limitados pelos dados de treinamento. Eles s\u00e3o excelentes em replicar estilos aos quais foram expostos, mas n\u00e3o conseguem inventar estilos in\u00e9ditos. V\u00e1rias empresas e grupos est\u00e3o ocupados com o treinamento de LLMs para tarefas espec\u00edficas a fim de melhorar a gera\u00e7\u00e3o de conte\u00fado. Recomendo seguir o conselho de Sathya Nadella, CEO da Microsoft, que sugere que \u00e9 prudente tratar o conte\u00fado gerado pela GenAI como um rascunho, o que exige uma revis\u00e3o completa para garantir sua clareza e precis\u00e3o. O \u00f4nus recai sobre o desenvolvedor para delinear entre tarefas rotineiras e aquelas que exigem criatividade - um discernimento que permanece al\u00e9m do alcance da GenAI. Pelo menos, por enquanto.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Apesar disso, com evid\u00eancias justific\u00e1veis, a GenAI promete uma melhor experi\u00eancia e produtividade para o desenvolvedor. O ChatGPT da OpenAI alcan\u00e7ou 100 milh\u00f5es de usu\u00e1rios em tempo recorde. Seus IDEs favoritos t\u00eam plug-ins para explor\u00e1-la. A Microsoft prometeu usar a GenAI em todos os seus produtos, incluindo sua oferta de pesquisa revitalizada, o bing.com. O Google respondeu com seu pr\u00f3prio conjunto de servi\u00e7os e produtos; o Facebook e outros lan\u00e7aram v\u00e1rios modelos para ajudar os desenvolvedores a progredir.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c9 um \u00f3timo momento para ser um desenvolvedor. A revolu\u00e7\u00e3o come\u00e7ou imediatamente. Na Couchbase, introduzimos recursos de IA generativa em nosso banco de dados como servi\u00e7o Couchbase Capella para aumentar significativamente a produtividade do desenvolvedor e acelerar o tempo de comercializa\u00e7\u00e3o de aplicativos modernos. O novo recurso chamado Capella iQ permite que os desenvolvedores escrevam c\u00f3digos SQL++ e de n\u00edvel de aplicativo mais rapidamente, fornecendo c\u00f3digo de amostra recomendado.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para obter mais informa\u00e7\u00f5es sobre o Capella iQ e se inscrever para uma pr\u00e9via privada, visite <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/ai-cloud-services\/\"><span style=\"font-weight: 400;\">aqui<\/span><span style=\"font-weight: 400;\">,<\/span><\/a><span style=\"font-weight: 400;\"> ou experimente o Couchbase hoje mesmo com nossa avalia\u00e7\u00e3o gratuita <\/span><a href=\"https:\/\/cloud.couchbase.com\/sign-up\/?ref=blog\"><span style=\"font-weight: 400;\">aqui<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Developers craft software that both delight consumers and deliver innovative applications for enterprise users. This craft requires more than just churning out heaps of code; it embodies a process of observing, noticing, interviewing, brainstorming, reading, writing and rewriting specifications; designing, [&hellip;]<\/p>","protected":false},"author":55,"featured_media":15090,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,10122,1815,2225,9973],"tags":[9337],"ppma_author":[8929],"class_list":["post-15089","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-cloud","category-generative-ai-genai","tag-application-development"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GenAI: A New Tool in the Developer Toolbox - 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