{"id":13,"date":"2026-04-05T13:35:41","date_gmt":"2026-04-05T13:35:41","guid":{"rendered":"https:\/\/lasstecsolutions.com\/ia-performance-expectativa-gargalos\/"},"modified":"2026-04-05T13:35:41","modified_gmt":"2026-04-05T13:35:41","slug":"ia-performance-expectativa-gargalos","status":"publish","type":"post","link":"https:\/\/lasstecsolutions.com\/?p=13","title":{"rendered":"IA e performance: expectativa de \u201c10\u00d7\u201d versus gargalos reais no dia a dia"},"content":{"rendered":"<p>Ferramentas como copilotos e agentes prometem multiplicar velocidade. Em projetos reais, o ganho depende de tarefa repetitiva bem delimitada, qualidade do contexto enviado ao modelo e do tempo que o time ainda gasta validando, corrigindo alucina\u00e7\u00f5es e integrando c\u00f3digo gerado ao padr\u00e3o do reposit\u00f3rio.<\/p>\n<h2>Onde a performance patina<\/h2>\n<p><strong>Lat\u00eancia e rate limits<\/strong> de APIs externas inserem espera no fluxo de IDE. <strong>Prompts vagos<\/strong> geram refatora\u00e7\u00f5es amplas que quebram testes. <strong>Falta de m\u00e9tricas<\/strong>: ningu\u00e9m mede tempo \u201chumano no loop\u201d versus tempo economizado em boilerplate.<\/p>\n<h2>Uso sustent\u00e1vel<\/h2>\n<p>Definir casos de uso com ROI claro (testes, documenta\u00e7\u00e3o, scaffolding), pol\u00edticas de modelo e de dados sens\u00edveis, e treino para revisar diff como em qualquer PR externo. IA \u00e9 alavanca \u2014 n\u00e3o substitui governan\u00e7a de qualidade.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lat\u00eancia de LLM, custo de tokens e revis\u00e3o humana: por que \u201cusar IA\u201d nem sempre acelera o throughput do time.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[25,26,27,28],"class_list":["post-13","post","type-post","status-publish","format-standard","hentry","category-sem-categoria","tag-engenharia","tag-ia","tag-llm","tag-produtividade"],"_links":{"self":[{"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=\/wp\/v2\/posts\/13","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13"}],"version-history":[{"count":0,"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=\/wp\/v2\/posts\/13\/revisions"}],"wp:attachment":[{"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lasstecsolutions.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}