{"id":8794,"date":"2024-12-16T09:35:08","date_gmt":"2024-12-16T12:35:08","guid":{"rendered":"https:\/\/blog.botcity.dev\/?p=8794"},"modified":"2024-12-16T09:35:08","modified_gmt":"2024-12-16T12:35:08","slug":"python-supera-javascript-no-github","status":"publish","type":"post","link":"https:\/\/blog.botcity.dev\/pt-br\/2024\/12\/16\/python-supera-javascript-no-github\/","title":{"rendered":"Python ultrapassa JavaScript no GitHub com crescimento de IA generativa"},"content":{"rendered":"<p>A linguagem de programa\u00e7\u00e3o Python vem ganhando cada vez mais espa\u00e7o no cen\u00e1rio atual de desenvolvimento. O <a href=\"https:\/\/github.blog\/news-insights\/octoverse\/octoverse-2024\/\" target=\"_blank\" rel=\"noopener\">relat\u00f3rio Octoverse 2024<\/a>, divulgado pelo GitHub, refor\u00e7ou esse crescimento. Pela primeira vez, o Python superou o JavaScript em popularidade, tornando-se a linguagem mais usada na plataforma GitHub pelos desenvolvedores.<\/p>\n<p>Esse avan\u00e7o na popularidade do Python est\u00e1 diretamente impulsionado pelo forte apoio de tecnologias de Intelig\u00eancia Artificial (IA), que o tornam a escolha ideal para projetos de automa\u00e7\u00e3o e desenvolvimento.<\/p>\n<p>Sendo assim, \u00e0 medida que a IA se integra cada vez mais nas opera\u00e7\u00f5es, o Python se mostra como uma<b> linguagem flex\u00edvel e poderosa <\/b>capaz de construir solu\u00e7\u00f5es inovadoras de forma simples.<\/p>\n<h2>Principais dados do relat\u00f3rio Octoverse 2024<\/h2>\n<p>A seguir, confira os n\u00fameros divulgados pelo relat\u00f3rio que mostram o crescimento do GitHub e o papel das linguagens de programa\u00e7\u00e3o e da IA:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">518 milh\u00f5es de projetos no GitHub, um aumento de 25% em rela\u00e7\u00e3o ao ano anterior;<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">5,6 bilh\u00f5es de contribui\u00e7\u00f5es realizadas em projetos p\u00fablicos e privados;<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">137 mil projetos de IA, crescimento de 98% no n\u00famero de projetos de IA generativa na plataforma com assistentes de c\u00f3digo como o GitHub Copilot;<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Mais de 1 milh\u00e3o de usu\u00e1rios utilizam o GitHub Copilot, a ferramenta de IA da plataforma.<\/li>\n<\/ul>\n<h2>Como a IA impulsionou o crescimento do Python?<\/h2>\n<p>O avan\u00e7o da Intelig\u00eancia Artificial (IA) e do machine learning colocou o Python em uma posi\u00e7\u00e3o de destaque entre as linguagens de programa\u00e7\u00e3o mais utilizadas.<\/p>\n<p>Essa populariza\u00e7\u00e3o ocorre porque o Python \u00e9 uma <b>linguagem adapt\u00e1vel ao <\/b>desenvolvimento complexo de aplica\u00e7\u00f5es e, al\u00e9m disso, oferece uma <b>sintaxe simples<\/b> e f\u00e1cil de aprender, o que facilita o processo de cria\u00e7\u00e3o de modelos mais robustos.<\/p>\n<p>Al\u00e9m disso, o Python conta uma vasta biblioteca e <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2024\/11\/27\/python-frameworks\/\">frameworks<\/a> especializados, como Django, CherryPy, BotCity e Flask, que simplificam o trabalho, facilitando e acelerando o desenvolvimento. Sendo assim, a linguagem se tornou uma das preferidas entre desenvolvedores que buscam por flexibilidade, facilidade, efici\u00eancia e redu\u00e7\u00e3o no tempo de codifica\u00e7\u00e3o.<\/p>\n<h2>Principais vantagens do Python<\/h2>\n<p>Confira as principais vantagens que tornam o Python t\u00e3o popular no contexto de desenvolvimento de automa\u00e7\u00f5es e ferramentas inteligentes:<\/p>\n<h3>Sintaxe simplificada<\/h3>\n<p>Um dos principais benef\u00edcios do Python \u00e9 sua <b>sintaxe acess\u00edvel e intuitiva.<\/b> A linguagem permite que <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2023\/11\/10\/desenvolvedor-rpa\/\">desenvolvedores<\/a> de todos os n\u00edveis aprendam rapidamente como utiliz\u00e1-la e criem aplica\u00e7\u00f5es complexas com menos linhas de c\u00f3digo.<\/p>\n<h3>Comunidade ativa<\/h3>\n<p>Outra vantagem do Python \u00e9 a comunidade ativa e global que constantemente desenvolve e compartilha novos recursos, atualiza\u00e7\u00f5es e solu\u00e7\u00f5es para problemas. Assim, \u00e9 f\u00e1cil encontrar <b>suporte e documenta\u00e7\u00e3o online<\/b>, o que contribui para r\u00e1pida resolu\u00e7\u00e3o de d\u00favidas dos desenvolvedores e ainda favorece a evolu\u00e7\u00e3o da linguagem.<\/p>\n<p><b>Saiba mais<\/b>: Lista com as principais <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2024\/01\/15\/bibliotecas-python\/\">bibliotecas Python<\/a><\/p>\n<h3>Integra\u00e7\u00e3o com IA e machine learning<\/h3>\n<p>Por \u00faltimo, mas n\u00e3o menos importante, temos a integra\u00e7\u00e3o do Python com intelig\u00eancia artificial como diferencial que acelera seu crescimento. A linguagem \u00e9 compat\u00edvel com frameworks de machine learning, o que torna o desenvolvimento de algoritmos de IA mais acess\u00edvel e r\u00e1pido.<\/p>\n<p>Tudo isso facilita o uso do Python em diversas \u00e1reas, como automa\u00e7\u00e3o de processos, an\u00e1lise de dados e cria\u00e7\u00e3o de bots inteligentes.<\/p>\n<p><b>Saiba mais<\/b>: <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2023\/11\/15\/automacao-inteligente\/\">Automa\u00e7\u00e3o inteligente<\/a>: componentes e benef\u00edcios<\/p>\n<h2>Import\u00e2ncia da orquestra\u00e7\u00e3o e governan\u00e7a com Python<\/h2>\n<p>A popularidade e a facilidade de aprendizado do Python fazem dele a primeira escolha de muitos desenvolvedores para projetos de automa\u00e7\u00e3o e intelig\u00eancia artificial.<\/p>\n<p>No entanto, a simplicidade da linguagem pode levar \u00e0 implementa\u00e7\u00e3o de processos desorganizados, especialmente quando usada em grande escala e em ambientes corporativos.<\/p>\n<p>Para entender melhor, confira os principais riscos de utilizar o Python sem uma estrutura de <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2023\/11\/13\/orquestracao\/\">orquestra\u00e7\u00e3o<\/a> e pr\u00e1ticas de governan\u00e7a:<\/p>\n<h3>Problemas de seguran\u00e7a<\/h3>\n<p>Sem uma <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2023\/12\/04\/governanca-ti\/\">governan\u00e7a<\/a>, o uso do Python em projetos pode abrir as portas para <b>vulnerabilidades de seguran\u00e7a<\/b>. Isso porque falta de controle sobre as bibliotecas utilizadas, aus\u00eancia de pr\u00e1ticas de seguran\u00e7a no c\u00f3digo e gest\u00e3o descentralizada podem gerar brechas para ataques e viola\u00e7\u00f5es.<\/p>\n<p>Sendo assim, estabelecer uma governan\u00e7a clara permite definir pol\u00edticas de seguran\u00e7a consistentes, o que garante que todas as implementa\u00e7\u00f5es de Python sigam padr\u00f5es de prote\u00e7\u00e3o.<\/p>\n<p><b>Saiba mais<\/b>: <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2024\/04\/24\/seguranca-em-python-rpa\/\">Seguran\u00e7a em RPA com Python<\/a><\/p>\n<h3>Inconsist\u00eancias nos processos<\/h3>\n<p>Sem um sistema centralizado de orquestra\u00e7\u00e3o, \u00e9 comum que diferentes equipes desenvolvam scripts e automa\u00e7\u00f5es com l\u00f3gicas variadas e pr\u00e1ticas n\u00e3o alinhadas. Isso <b>compromete a confiabilidade dos processos automatizados <\/b>e dificulta o monitoramento e a padroniza\u00e7\u00e3o dos resultados.<\/p>\n<p><strong>Saiba mais<\/strong>: O que \u00e9 <a href=\"https:\/\/blog.botcity.dev\/pt-br\/2024\/11\/13\/versionamento-de-codigo\/\">versionamento de c\u00f3digo<\/a> e boas pr\u00e1ticas<\/p>\n<h3>Baixa efici\u00eancia<\/h3>\n<p>Ao criar projetos de Python sem governan\u00e7a \u00e9 comum enfrentar problemas de escalabilidade e efici\u00eancia. Torna-se comum encontrar scripts duplicados, falta de reutiliza\u00e7\u00e3o de c\u00f3digo e automa\u00e7\u00f5es redundantes gerados pela desorganiza\u00e7\u00e3o, o que gera <b>desperd\u00edcios tanto de recursos quanto de tempo<\/b>.<\/p>\n<h2>Tudo certo sobre Python?<\/h2>\n<p>Como vimos, a ascens\u00e3o do Python como linguagem mais utilizada no desenvolvimento reflete seu potencial de flexibilidade. No entanto, \u00e9 importante lembrar que o uso desorganizado pode levar a riscos de seguran\u00e7a e inconsist\u00eancias.<\/p>\n<p>\u00c9 exatamente nesse ponto que entra a import\u00e2ncia da orquestra\u00e7\u00e3o e da governan\u00e7a: com ferramentas como o BotCity Orchestrator, as empresas podem centralizar e gerenciar suas automa\u00e7\u00f5es de forma estrat\u00e9gica, garantindo processos seguros, consistentes e escal\u00e1veis.<\/p>\n<p>Ent\u00e3o, para quem busca extrair o m\u00e1ximo valor da automa\u00e7\u00e3o e tornar as opera\u00e7\u00f5es mais seguras e eficazes, conhecer a BotCity \u00e9 um passo importante. Que tal <a href=\"https:\/\/developers.botcity.dev\/signup\">criar uma conta gratuita<\/a> agora mesmo? Ou, se preferir, <a href=\"https:\/\/meetings.hubspot.com\/lorhanbotcity\/talk-to-specialist?uuid=ec162bcf-a5f9-460f-a850-bcff3e3da351\">entre em contato com um dos nossos especialistas<\/a>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A linguagem de programa\u00e7\u00e3o Python vem ganhando cada vez mais espa\u00e7o no cen\u00e1rio atual de desenvolvimento. O relat\u00f3rio Octoverse 2024, divulgado pelo GitHub, refor\u00e7ou esse crescimento. Pela primeira vez, o Python superou o JavaScript em popularidade, tornando-se a linguagem mais usada na plataforma GitHub pelos desenvolvedores. Esse avan\u00e7o na popularidade do Python est\u00e1 diretamente impulsionado<\/p>\n","protected":false},"author":214060741,"featured_media":8795,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[773251],"tags":[],"class_list":{"0":"post-8794","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-pesquisa"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Python supera JavaScript no GitHub com aumento da IA<\/title>\n<meta name=\"description\" content=\"Python \u00e9 a linguagem mais utilizada no GitHub, ultrapassando o JavaScript gra\u00e7as ao crescimento da IA, de acordo com relat\u00f3rio Octoverse. 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