{"id":80821,"date":"2025-12-19T07:00:00","date_gmt":"2025-12-19T15:00:00","guid":{"rendered":"https:\/\/dhblog.dream.press\/blog\/?p=80821"},"modified":"2026-05-07T08:26:13","modified_gmt":"2026-05-07T15:26:13","slug":"testamos-25-tecnicas-populares-de-prompt-claude-estas-5-realmente-funcionam-pt","status":"publish","type":"post","link":"https:\/\/www.dreamhost.com\/blog\/pt\/testamos-25-tecnicas-populares-de-prompt-claude-estas-5-realmente-funcionam-pt\/","title":{"rendered":"Testamos 25 T\u00e9cnicas Populares de Prompt Claude: Estas 5 Realmente Funcionam"},"content":{"rendered":"\n<p>Quando o Claude Sonnet 4.5 <a href=\"https:\/\/www.anthropic.com\/news\/claude-sonnet-4-5\" target=\"_blank\">foi lan\u00e7ado em Setembro de 2025<\/a>, ele quebrou muitos dos prompts existentes.&nbsp;N\u00e3o porque o lan\u00e7amento estava com defeitos. Mas porque a Anthropic reconstruiu como o Claude segue instru\u00e7\u00f5es.<\/p>\n\n\n<p>Vers\u00f5es anteriores <em>inferiam sua inten\u00e7\u00e3o<\/em> e expandiam solicita\u00e7\u00f5es vagas. Claude 4.x leva voc\u00ea ao p\u00e9 da letra e faz exatamente o que voc\u00ea pede, nada mais.<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1003\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials.webp\" alt=\"Dois cart\u00f5es de depoimentos do GitHub e HackerOne destacam o Claude Sonnet 4.5 melhorando o racioc\u00ednio de c\u00f3digo, a precis\u00e3o de seguran\u00e7a e o tempo de ingest\u00e3o de vulnerabilidades.\" class=\"wp-image-78321 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-300x188.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-1024x642.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-768x481.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-1536x963.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-600x376.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-1200x752.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-730x458.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-1460x915.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-784x491.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-1568x983.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/01_claude_testimonials-877x550.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1003;\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/www.anthropic.com\/claude\/sonnet\" target=\"_blank\" rel=\"noreferrer noopener\">Fonte<\/a><\/figcaption><\/figure>\n\n\n<p>Para entender os novos m\u00e9todos, avaliamos 25 t\u00e9cnicas populares de engenharia de prompts contra os documentos da Anthropic, experimentos da comunidade e implanta\u00e7\u00f5es reais para descobrir quais prompts realmente funcionam melhor com Claude 4.x. Essas cinco t\u00e9cnicas<\/p>\n\n<div class=\"tldr-block\" style=\"display: none;\">\n\t<div class=\"svg\">\n\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 119.25 37.8\">\n\t<g>\n\t\t<g>\n\t\t\t<path fill=\"#ffffff\" d=\"M23.4,6.93h-8.1v24.57h-7.2V6.93H0V0h23.4v6.93Z\" \/>\n\t\t\t<path fill=\"#ffffff\" d=\"M45,24.57v6.93h-18.45V0h7.2v24.57h11.25Z\" \/>\n\t\t\t<path fill=\"#ffffff\"\n\t\t\t\td=\"M90.9,15.75c0,8.91-6.61,15.75-15.3,15.75h-12.6V0h12.6c8.68,0,15.3,6.84,15.3,15.75ZM83.97,15.75c0-5.4-3.42-8.82-8.37-8.82h-5.4v17.64h5.4c4.95,0,8.37-3.42,8.37-8.82Z\" \/>\n\t\t\t<path fill=\"#ffffff\"\n\t\t\t\td=\"M105.57,21.15h-3.42v10.35h-7.2V0h12.6c5.98,0,10.8,4.81,10.8,10.8,0,3.87-2.34,7.38-5.81,9.13l6.71,11.56h-7.74l-5.94-10.35ZM102.15,14.85h5.4c1.98,0,3.6-1.75,3.6-4.05s-1.62-4.05-3.6-4.05h-5.4v8.1Z\" \/>\n\t\t<\/g>\n\t\t<path\n\t\t\tfill=\"#0173ec\"\n\t\t\td=\"M53.97,37.8h-5.4l1.8-13.27h7.2l-3.6,13.27ZM49.02,12.55c0-2.34,1.93-4.27,4.27-4.27s4.27,1.94,4.27,4.27-1.93,4.27-4.27,4.27-4.27-1.94-4.27-4.27Z\"\n\t\t \/>\n\t<\/g>\n<\/svg>\n\t<\/div>\n\t<div class=\"tldr-wrap\">\n\t\t\n\n<ul class=\"wp-block-list\">\n<li>Descubra quais <a href=\"https:\/\/www.dreamhost.com\/blog\/ai-prompts\/\">t\u00e9cnicas de sugest\u00e3o<\/a> proporcionam melhorias de desempenho mensur\u00e1veis para Claude Sonnet 4.5 e Opus 4.1<\/li>\n\n\n\n<li>A mudan\u00e7a comportamental de Claude 3.5 para Claude 4.x que invalidou as sugest\u00f5es existentes (vamos mostrar quais)<\/li>\n\n\n\n<li>Leia exemplos de antes e depois mostrando diferen\u00e7as reais de efic\u00e1cia com m\u00e9tricas espec\u00edficas.<\/li>\n\n\n\n<li>Aprenda sobre cinco t\u00e9cnicas comprovadas respaldadas por dados de testes e implanta\u00e7\u00f5es corporativas.<\/li>\n\n\n\n<li>Por fim, vamos mostrar como migrar sugest\u00f5es de Claude 3.5 para sistemas Claude 4.x.<\/li>\n\n\n<\/ul>\n\n\n\n\n\t<\/div>\n<\/div>\n\n<h2 id=\"h-what-changed-in-claude-4-5-that-broke-existing-prompts\" class=\"wp-block-heading\">O Que Mudou no Claude 4.5 Que Comprometeu Prompts Existentes?<\/h2>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/www.dreamhost.com\/blog\/claude-ai\/\">Modelos Claude 4.5<\/a> priorizam instru\u00e7\u00f5es precisas em vez de &#8220;adivinha\u00e7\u00f5es&#8221; \u00fateis.<\/p>\n\n\n<p>As vers\u00f5es anteriores preenchiam os espa\u00e7os para voc\u00ea. Se voc\u00ea pedisse um &#8220;Painel de controle,&#8221; eles assumiam que voc\u00ea queria gr\u00e1ficos, filtros e tabelas de dados.<\/p>\n\n\n<p>Claude 4.5 leva voc\u00ea ao p\u00e9 da letra. Se voc\u00ea pedir um painel de controle, ele pode te dar uma moldura vazia com um t\u00edtulo porque voc\u00ea n\u00e3o pediu o resto.<\/p>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/docs.claude.com\/en\/docs\/build-with-claude\/prompt-engineering\/claude-4-best-practices\">Anthropic declara claramente<\/a>: <em>&#8220;Os clientes que desejam o comportamento \u2018al\u00e9m do esperado\u2019 podem precisar solicitar explicitamente esses comportamentos.&#8221;<\/em><\/p>\n\n\n<p>Ent\u00e3o, precisamos parar de tratar o modelo como uma varinha m\u00e1gica e come\u00e7ar a trat\u00e1-lo como um funcion\u00e1rio ao p\u00e9 da letra.<\/p>\n\n\n<div class=\"liftoff-cta-card\">\n\t<div class=\"line\">\n\t\t<svg width=\"834\" height=\"469\" viewBox=\"0 0 834 469\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path opacity=\"0.7\" d=\"M865.739 -59.8017C865.739 -59.8017 832.792 123.045 744.31 182.376C655.829 241.707 562.417 143.097 474.164 202.767C386.505 262.036 442.275 384.659 354.504 443.76C266.434 503.061 98.0198 364.278 4.7754 318.308\" stroke=\"url(#paint0_linear_8_19)\" stroke-opacity=\"0.25\" stroke-width=\"19.8\"\/>\n<defs>\n<linearGradient id=\"paint0_linear_8_19\" x1=\"918.374\" y1=\"-112.088\" x2=\"147.486\" y2=\"548.265\" gradientUnits=\"userSpaceOnUse\">\n<stop offset=\"0.0576923\"\/>\n<stop offset=\"0.350962\" stop-color=\"#0073EC\"\/>\n<stop offset=\"0.825067\" stop-color=\"#C265FE\"\/>\n<stop offset=\"1\"\/>\n<\/linearGradient>\n<\/defs>\n<\/svg>\n\n\t<\/div>\n\t<div class=\"liftoff-cta-card__content\">\n\t\t<div class=\"headline_1\">\n\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\">\n<path d=\"M24.0006 16.0019C19.5835 16.0019 16.0015 19.5839 16.0015 24.001V32.0001H32.003V15.9985H24.0039L24.0006 16.0019Z\" fill=\"url(#paint0_linear_3747_604)\"\/>\n<path d=\"M16.0015 7.99911V0H0V16.0016H7.99906C12.4162 16.0016 15.9981 12.4196 15.9981 8.00247L16.0015 7.99911Z\" fill=\"url(#paint1_linear_3747_604)\"\/>\n<path d=\"M7.99902 16.002C12.4168 16.002 15.998 19.5832 15.998 24.001C15.9979 28.4186 12.4167 32 7.99902 32C3.58137 32 0.000149208 28.4186 0 24.001C0 19.5832 3.58128 16.002 7.99902 16.002ZM24.001 0C28.4185 0.000241972 32 3.58143 32 7.99902C32 12.4167 28.4185 15.9978 24.001 15.998C19.5832 15.998 16.002 12.4168 16.002 7.99902C16.002 3.58128 19.5832 0 24.001 0Z\" fill=\"url(#paint2_linear_3747_604)\"\/>\n<rect x=\"8\" y=\"8\" width=\"16\" height=\"16\" fill=\"#FFFFFF\"\/>\n<path d=\"M16.0015 7.99902H24.0006V15.9981C19.5835 15.9981 16.0015 12.4128 16.0015 7.99902Z\" fill=\"#18181B\"\/>\n<path d=\"M7.99908 16.0015L7.99908 8.00235H15.9981C15.9981 12.4195 12.4128 16.0015 7.99908 16.0015Z\" fill=\"#18181B\"\/>\n<path d=\"M16.0015 24.0005H8.00246V16.0014C12.4196 16.0014 16.0015 19.5867 16.0015 24.0005Z\" fill=\"#18181B\"\/>\n<path d=\"M24.0007 16.0015V24.0006H16.0016C16.0016 19.5835 19.5869 16.0015 24.0007 16.0015Z\" fill=\"#18181B\"\/>\n<defs>\n<linearGradient id=\"paint0_linear_3747_604\" x1=\"16.0001\" y1=\"16.0002\" x2=\"32.0001\" y2=\"32.0002\" gradientUnits=\"userSpaceOnUse\">\n<stop stop-color=\"#A1A1AA\"\/>\n<stop offset=\"1\" stop-color=\"#C7C7CD\"\/>\n<\/linearGradient>\n<linearGradient id=\"paint1_linear_3747_604\" x1=\"0\" y1=\"0\" x2=\"16\" y2=\"16\" gradientUnits=\"userSpaceOnUse\">\n<stop offset=\"0.251049\" stop-color=\"#C7C7CD\"\/>\n<stop offset=\"1\" stop-color=\"#A1A1AA\"\/>\n<\/linearGradient>\n<linearGradient id=\"paint2_linear_3747_604\" x1=\"-11.3782\" y1=\"44.9411\" x2=\"-8.40086\" y2=\"-18.7449\" gradientUnits=\"userSpaceOnUse\">\n<stop stop-color=\"#BE59FF\"\/>\n<stop offset=\"0.19\" stop-color=\"#9D60FF\"\/>\n<stop offset=\"0.74\" stop-color=\"#4274FF\"\/>\n<stop offset=\"1\" stop-color=\"#1F7CFF\"\/>\n<\/linearGradient>\n<\/defs>\n<\/svg>\n\n\t\t\tMeet Remixer\n\t\t<\/div>\n\t\t<div class=\"headline_2\">You describe it. Remixer builds it.<\/div>\n\t\t<p>The AI website builder that turns conversation into designer-level sites. Free with hosting.<\/p>\n\t\t        <a\n            href=\"https:\/\/www.dreamhost.com\/remixer-website-builder\/\"\n                        class=\"btn btn--brand\"\n                                    target=\"_blank\"\n            rel=\"noopener noreferrer\"\n            >\n                            Start Free Trial                    <\/a>\n\n\t<\/div>\n\t<div class=\"tr-img-wrap-outer\"><img decoding=\"async\" data-skip-lazy class=\"\" src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2026\/03\/remixer-screen.webp\" alt=\"DreamHost Remixer AI website builder\" \/><\/div>\n<\/div>\n\n<h2 id=\"h-the-5-proven-techniques-that-measurably-improve-claude-s-performance\" class=\"wp-block-heading\">As 5 T\u00e9cnicas Comprovadas Que Melhoram Significativamente o Desempenho do Claude<\/h2>\n\n\n<p>Baseado em nossa pesquisa, estas cinco t\u00e9cnicas entregaram consistentemente melhorias not\u00e1veis no desempenho de Claude para as tarefas que lhe atribu\u00edmos.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-structured-and-labeled-prompts\">1. Prompts Estruturados e Rotulados<\/h3>\n\n\n<p>O prompt de sistema do Claude Sonnet 4.5 utiliza prompts estruturados em todos os lugares. Simon Willison <a href=\"https:\/\/simonwillison.net\/2025\/May\/25\/claude-4-system-prompt\/\" target=\"_blank\">investigou os prompts do sistema<\/a> e encontrou se\u00e7\u00f5es envolvidas em tags como <code>&lt;behavior_instructions&gt;<\/code>, <code>&lt;artifacts_info&gt;<\/code> e <code>&lt;knowledge_cutoff&gt;<\/code>.<\/p>\n\n\n<p>Na verdade, voc\u00ea poderia editar &#8220;<em>Styles<\/em>&#8221; para ver a estrutura de prompts da Anthropic em a\u00e7\u00e3o.<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1315\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag.webp\" alt=\"Interface do Claude Sonnet 4.5 mostrando um editor de instru\u00e7\u00f5es de estilo com diretrizes de escrita detalhadas e exemplos de prompts para conte\u00fado educacional.\" class=\"wp-image-78322 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-300x247.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-1024x842.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-768x631.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-1536x1262.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-600x493.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-1200x986.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-730x600.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-1460x1200.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-784x644.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-1568x1289.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/02_claude_sonnet_4_5_use_examples_tag-877x721.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1315;\" \/><\/figure>\n\n\n<p>O que podemos inferir \u00e9 que Claude foi treinado em prompts estruturados e sabe como interpret\u00e1-los. <a target=\"_blank\" href=\"https:\/\/www.dreamhost.com\/blog\/xml-sitemap\/\">XML<\/a> funciona muito bem, assim como JSON ou outros prompts rotulados.<\/p>\n\n\n<p><strong>Antes<\/strong>:<br><em>Analisar este c\u00f3digo para <\/em><a href=\"https:\/\/www.dreamhost.com\/blog\/secure-your-wordpress-website\/\" target=\"_blank\"><em>vulnerabilidades de seguran\u00e7a<\/em><\/a><em> e problemas de desempenho. Concentre-se nos fluxos de autentica\u00e7\u00e3o e nas consultas ao banco de dados. Forne\u00e7a recomenda\u00e7\u00f5es espec\u00edficas com exemplos de c\u00f3digo.<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1402\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_.webp\" alt=\"Sa\u00edda de revis\u00e3o de seguran\u00e7a destacando riscos de inje\u00e7\u00e3o SQL e entrada de linha de comando com exemplos de c\u00f3digo Python vulner\u00e1vel e seguro.\" class=\"wp-image-78323 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-300x263.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-1024x897.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-768x673.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-1536x1346.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-600x526.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-1200x1052.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-730x640.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-1460x1279.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-784x687.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-1568x1374.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/03_before_without_xml_-877x768.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1402;\" \/><\/figure>\n\n\n<p><strong>Ap\u00f3s (prompt estruturado)<\/strong>:<\/p>\n\n\n<p>&lt;task&gt;Analise o c\u00f3digo fornecido para quest\u00f5es de seguran\u00e7a e desempenho&lt;\/task&gt;<br>&lt;focus_areas&gt;<br>&#8211; Fluxos de autentica\u00e7\u00e3o<br>&#8211; Otimiza\u00e7\u00e3o de consultas de banco de dados<br>&lt;\/focus_areas&gt;<\/p>\n\n\n<p>&lt;code&gt;<br>[seu c\u00f3digo aqui]<br>&lt;\/code&gt;<\/p>\n\n\n<p>&lt;output_requirements&gt;<br>&#8211; Identificar vulnerabilidades espec\u00edficas com classifica\u00e7\u00f5es de gravidade<br>&#8211; Fornecer exemplos de c\u00f3digo corrigidos<br>&#8211; Priorizar recomenda\u00e7\u00f5es pelo impacto nos neg\u00f3cios<br>&lt;\/output_requirements&gt;<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1587\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_.webp\" alt=\"Sa\u00edda de an\u00e1lise de c\u00f3digo usando instru\u00e7\u00f5es envolvidas em XML, destacando riscos cr\u00edticos de inje\u00e7\u00e3o SQL e mostrando exemplos vulner\u00e1veis e corrigidos em Python.\" class=\"wp-image-78324 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-300x298.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-1024x1016.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-150x150.webp 150w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-768x762.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-1536x1524.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-600x595.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-1200x1190.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-730x724.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-1460x1448.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-784x778.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-1568x1555.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/04_after_with_xml_-877x870.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1587;\" \/><\/figure>\n\n\n<p>Se comparares estas sa\u00eddas, notar\u00e1s que a solicita\u00e7\u00e3o estruturada fornece uma sa\u00edda com mais contexto para te ajudar a entender e resolver os problemas de seguran\u00e7a no c\u00f3digo. Ela explica o problema, indica o que a corre\u00e7\u00e3o faz e, em seguida, fornece a corre\u00e7\u00e3o do c\u00f3digo.<\/p>\n\n\n<p><strong>Formatos Alternativos Que Funcionam:<\/strong><\/p>\n\n\n<p><strong>JSON:<\/strong><\/p>\n\n\n<p><code>{<br>\"task\": \"Revisar c\u00f3digo de autentica\u00e7\u00e3o\",<br>\"focus_areas\": [\"Hash de senha\", \"Seguran\u00e7a de sess\u00e3o\", \"Inje\u00e7\u00e3o de SQL\"],<br>\"context\": \"Aplicativo de sa\u00fade, HIPAA necess\u00e1rio\",<br>\"output_format\": \"Risco, impacto, corre\u00e7\u00e3o, severidade por vulnerabilidade\"<\/code><\/p>\n\n\n<p><code>}<br>Cabe\u00e7alhos Claros:<br>TAREFA: Revisar o c\u00f3digo de autentica\u00e7\u00e3o para vulnerabilidades<br>FOCO: Hash de senha, sess\u00f5es, inje\u00e7\u00e3o SQL<br>CONTEXTO: Aplicativo de sa\u00fade que requer conformidade com HIPAA<br>FORMATO DE SA\u00cdDA: Risco \u2192 Impacto HIPAA \u2192 Corre\u00e7\u00e3o \u2192 Severidade<\/code><\/p>\n\n\n<p>Todos os tr\u00eas funcionam igualmente bem.<\/p>\n\n\n<p><strong>Quando os prompts estruturados funcionam melhor<\/strong>:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>V\u00e1rios componentes de prompt (tarefa, contexto, exemplos, requisitos)<\/li>\n\n\n\n<li>Entradas longas (mais de 10.000 tokens de c\u00f3digo ou documentos)<\/li>\n\n\n\n<li>Fluxos de trabalho sequenciais com etapas distintas<\/li>\n\n\n\n<li>Tarefas que requerem refer\u00eancia repetida a se\u00e7\u00f5es espec\u00edficas<\/li>\n\n\n<\/ul>\n\n\n<p><strong>Quando ignorar os prompts estruturados<\/strong>: Perguntas simples onde o texto plano funciona bem.<\/p>\n\n\n<p><strong>Avalia\u00e7\u00e3o de Efici\u00eancia<\/strong>: 9\/10 para tarefas complexas, 5\/10 para consultas simples.<\/p>\n\n\n<h3 class=\"wp-block-heading\">2. Pensamento Ampliado para Problemas Complexos<\/h3>\n\n\n<p>O Pensamento Estendido oferece melhorias significativas em tarefas de racioc\u00ednio complexo com um grande compromisso: a velocidade.<\/p>\n\n\n<p><a href=\"https:\/\/www.anthropic.com\/news\/claude-4\" target=\"_blank\">An\u00fancio do Claude 4 da Anthropic<\/a> mostrou ganhos de desempenho substanciais com o pensamento estendido ativado. Na competi\u00e7\u00e3o de matem\u00e1tica AIME 2025, as pontua\u00e7\u00f5es melhoraram significativamente.<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1293\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7.webp\" alt=\"Tabela comparando as pontua\u00e7\u00f5es de Claude Opus 4, Sonnet 4 e Sonnet 3.7 em benchmarks de codifica\u00e7\u00e3o, codifica\u00e7\u00e3o em terminal, racioc\u00ednio de p\u00f3s-gradua\u00e7\u00e3o e uso de ferramentas.\" class=\"wp-image-78325 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-300x242.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-1024x828.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-768x621.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-1536x1241.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-600x485.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-1200x970.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-730x590.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-1460x1180.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-784x634.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-1568x1267.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/05_claude_opus_4_versus_sonnet_4_versus_sonnet_3_7-877x709.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1293;\" \/><\/figure>\n\n\n<p>A Cognition AI <a target=\"_blank\" href=\"https:\/\/cognition.ai\/blog\/devin-sonnet-4-5-lessons-and-challenges\">relatou um aumento de 18%<\/a> no desempenho de planejamento com o Sonnet 4.5, chamando-o de \u201co maior salto que vimos desde o Claude Sonnet 3.6.\u201d<\/p>\n\n\n<p><strong>Antes (Modo Padr\u00e3o)<\/strong>:<br><em>Resolva este quebra-cabe\u00e7a l\u00f3gico: Cinco casas em uma fileira, cada uma de uma cor diferente\u2026<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1609\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_.webp\" alt=\"Captura de tela de uma solu\u00e7\u00e3o de quebra-cabe\u00e7a l\u00f3gico no modo padr\u00e3o, listando dedu\u00e7\u00f5es passo a passo sobre ordem das casas, cores, bebidas, charutos e nacionalidades.\" class=\"wp-image-78326 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-298x300.webp 298w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-1018x1024.webp 1018w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-150x150.webp 150w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-768x772.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-1527x1536.webp 1527w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-600x603.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-1200x1207.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-730x734.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-1460x1468.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-784x788.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-1568x1577.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/06_before_standard_mode_-877x882.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1609;\" \/><\/figure>\n\n\n<p><strong>Depois (Com Racioc\u00ednio Estendido)<\/strong>:<br><em>Entenda a l\u00f3gica deste quebra-cabe\u00e7a de forma sistem\u00e1tica. Percorra as restri\u00e7\u00f5es passo a passo, verificando cada possibilidade antes de chegar a conclus\u00f5es.<\/em><br><em>Cinco casas em uma fila, cada uma de uma cor diferente\u2026<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1609\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_.webp\" alt=\"Captura de tela da solu\u00e7\u00e3o do quebra-cabe\u00e7a de pensamento estendido mostrando uma an\u00e1lise passo a passo mais profunda das posi\u00e7\u00f5es das casas, cores, bebidas, charutos e dedu\u00e7\u00f5es.\" class=\"wp-image-78327 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-298x300.webp 298w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-1018x1024.webp 1018w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-150x150.webp 150w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-768x772.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-1527x1536.webp 1527w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-600x603.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-1200x1207.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-730x734.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-1460x1468.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-784x788.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-1568x1577.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/07_after_with_extended_thinking_-877x882.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1609;\" \/><\/figure>\n\n\n<p>Voc\u00ea n\u00e3o ver\u00e1 muita diferen\u00e7a com prompts simples como o acima. Mas para problemas complexos e espec\u00edficos (bases de c\u00f3digo personalizadas, planejamento l\u00f3gico de m\u00faltiplas etapas), a diferen\u00e7a se torna clara.<\/p>\n\n\n<p><strong>Quando a coisa estendida funciona:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Planejamento l\u00f3gico em v\u00e1rias etapas que requer verifica\u00e7\u00e3o<\/li>\n\n\n\n<li>Racioc\u00ednio matem\u00e1tico com m\u00faltiplos caminhos de solu\u00e7\u00e3o<\/li>\n\n\n\n<li>Tarefas complexas de programa\u00e7\u00e3o envolvendo m\u00faltiplos arquivos<\/li>\n\n\n\n<li>Situa\u00e7\u00f5es onde a corre\u00e7\u00e3o \u00e9 mais importante que a velocidade<\/li>\n\n\n<\/ul>\n\n\n<p><strong>Quando Pular<\/strong>: Itera\u00e7\u00f5es r\u00e1pidas, consultas simples, escrita criativa, tarefas sens\u00edveis ao tempo<\/p>\n\n\n<p><strong>Classifica\u00e7\u00e3o de Efetividade<\/strong>:<strong> <\/strong>10\/10 para racioc\u00ednio complexo, 3\/10 para consultas simples.<\/p>\n\n\n<h3 class=\"wp-block-heading\">3. Seja Brutalmente Espec\u00edfico Sobre os Requisitos<\/h3>\n\n\n<p>Os modelos Claude 4 foram treinados para seguir instru\u00e7\u00f5es com mais precis\u00e3o do que as gera\u00e7\u00f5es anteriores.<\/p>\n\n\n<p>A documenta\u00e7\u00e3o da Anthropic diz:<\/p>\n\n\n<p><em>&#8220;Os modelos Claude 4.x respondem bem a instru\u00e7\u00f5es claras e expl\u00edcitas. Ser espec\u00edfico sobre o resultado desejado pode ajudar a melhorar os resultados. Os clientes que desejam comportamentos &#8216;al\u00e9m do esperado&#8217; dos modelos anteriores de Claude podem precisar solicitar esses comportamentos de forma mais expl\u00edcita nos modelos mais recentes.&#8221;<\/em><\/p>\n\n\n<p><strong>A documenta\u00e7\u00e3o tamb\u00e9m observa que Claude \u00e9 inteligente o suficiente para generalizar a partir da explica\u00e7\u00e3o quando voc\u00ea fornece o contexto de por que as regras existem, em vez de apenas declarar comandos. Isso significa que fornecer uma justificativa ajuda o modelo a aplicar princ\u00edpios corretamente em casos de borda n\u00e3o explicitamente abordados.<\/strong><\/p>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/eval.16x.engineer\/blog\/claude-4-opus-sonnet-evaluation-results\">Os testes realizados pela 16x Eval<\/a> mostraram que tanto o Opus 4 quanto o Sonnet 4 alcan\u00e7aram 9,5\/10 em tarefas TODO quando as instru\u00e7\u00f5es especificavam claramente os requisitos, o formato e os crit\u00e9rios de sucesso. Os modelos demonstraram impressionante concis\u00e3o e capacidade de seguir instru\u00e7\u00f5es.<\/p>\n\n\n<p><strong>Antes (expectativas impl\u00edcitas)<\/strong>:<br><em>Criar um painel de controle de an\u00e1lise.<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1029\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_.webp\" alt=\"Screenshot rotulado \u201cAntes (Expectativas Impl\u00edcitas)\u201d mostrando uma interface baseada em instru\u00e7\u00f5es \u00e0 esquerda e um painel de an\u00e1lises completo \u00e0 direita com receita, usu\u00e1rios, convers\u00f5es e visualiza\u00e7\u00f5es de p\u00e1gina.\" class=\"wp-image-78328 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-300x193.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-1024x659.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-768x494.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-1536x988.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-600x386.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-1200x772.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-730x469.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-1460x939.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-784x504.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-1568x1008.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/08_before_implicit_expectations_-877x564.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1029;\" \/><\/figure>\n\n\n<p>Voc\u00ea notar\u00e1 que este resultado \u00e9 EXATAMENTE o que pedimos. Embora Claude tenha tomado um pouco de liberdade criativa na est\u00e9tica, isso n\u00e3o tem funcionalidade.<\/p>\n\n\n<p><strong>Ap\u00f3s (requisitos expl\u00edcitos)<\/strong>:<br><em>Crie um painel de controle de an\u00e1lise. Inclua o m\u00e1ximo de funcionalidades e intera\u00e7\u00f5es relevantes poss\u00edvel. V\u00e1 al\u00e9m do b\u00e1sico para criar uma implementa\u00e7\u00e3o completa com visualiza\u00e7\u00e3o de dados, capacidades de filtragem e fun\u00e7\u00f5es de exporta\u00e7\u00e3o.<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1135\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_.webp\" alt=\"Captura de tela comparando instru\u00e7\u00f5es \u00e0 esquerda com v\u00e1rios pain\u00e9is de an\u00e1lise gerados \u00e0 direita, incluindo gr\u00e1ficos e tabelas.\" class=\"wp-image-78329 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-300x213.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-1024x726.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-768x545.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-1536x1090.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-600x426.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-1200x851.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-730x518.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-1460x1036.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-784x556.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-1568x1112.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/09_after_explicit_requirements_-877x622.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1135;\" \/><\/figure>\n\n\n<p>Esta segunda sa\u00edda com um prompt mais descritivo possui mais funcionalidades, um painel de controle baseado em alguns dados fict\u00edcios, que s\u00e3o apresentados tanto graficamente quanto em formato tabular, e possui abas para separar todos os dados.<\/p>\n\n\n<p>\u00c9 isso que ser espec\u00edfico faz com o mais recente Claude.<\/p>\n\n\n<p>Para esclarecer ainda mais esse ponto, aqui est\u00e1 outro exemplo mostrando como o contexto melhora a execu\u00e7\u00e3o de instru\u00e7\u00f5es:<\/p>\n\n\n<p><strong>Antes (comando sem contexto)<\/strong>:<br><em>NUNCA use retic\u00eancias na sua resposta.<\/em><\/p>\n\n\n<p><strong>Ap\u00f3s (instru\u00e7\u00e3o motivada por contexto)<\/strong>:<br><em>Sua resposta ser\u00e1 lida em voz alta por um motor de texto para fala, ent\u00e3o evite retic\u00eancias, pois o motor n\u00e3o saber\u00e1 como pronunci\u00e1-las.<\/em><\/p>\n\n\n<p><strong>Princ\u00edpios chave para instru\u00e7\u00f5es expl\u00edcitas<\/strong>:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Defina o que &#8220;abrangente&#8221; significa para a sua tarefa espec\u00edfica<\/strong>: N\u00e3o assuma que Claude inferir\u00e1 padr\u00f5es de qualidade.<\/li>\n\n\n\n<li><strong>Explique por que as regras existem em vez de apenas declar\u00e1-las<\/strong>: Claude generaliza melhor a partir de instru\u00e7\u00f5es motivadas.<\/li>\n\n\n\n<li><strong>Especifique explicitamente o formato de sa\u00edda<\/strong>: Solicite &#8220;par\u00e1grafos em prosa&#8221; em vez de esperar que Claude n\u00e3o use pontos como padr\u00e3o.<\/li>\n\n\n\n<li><strong>Forne\u00e7a crit\u00e9rios concretos de sucesso<\/strong>: Como a conclus\u00e3o da tarefa se parece?<\/li>\n\n\n<\/ul>\n\n\n<p><strong>Classifica\u00e7\u00e3o de Efic\u00e1cia<\/strong>: 9\/10 em todos os tipos de tarefas.<\/p>\n\n\n<h3 class=\"wp-block-heading\">4. Mostre Exemplos do Que Voc\u00ea Quer<\/h3>\n\n\n<p>O prompting de poucos exemplos fornece ao Claude entradas e sa\u00eddas de exemplo demonstrando o comportamento desejado. Isso funciona, mas apenas quando os exemplos s\u00e3o de alta qualidade e apropriados para a tarefa, e o impacto varia drasticamente conforme o caso de uso.<\/p>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/docs.anthropic.com\/en\/docs\/build-with-claude\/prompt-engineering\/claude-4-best-practices\">O guia oficial da Anthropic<\/a> enfatiza:<\/p>\n\n\n<p><em>\u201cOs modelos Claude 4.x prestam muita aten\u00e7\u00e3o aos detalhes e exemplos como parte de sua instru\u00e7\u00e3o precisa. Garanta que seus exemplos estejam alinhados com comportamentos que voc\u00ea deseja incentivar e minimizem comportamentos que voc\u00ea deseja evitar.\u201d<\/em><\/p>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/docs.anthropic.com\/en\/docs\/build-with-claude\/prompt-engineering\/multishot-prompting\"><strong>A Anthropic recomenda<\/strong><\/a><strong> 3-5 exemplos diversos e relevantes para tarefas complexas. Mais exemplos equivale a melhor desempenho.<\/strong><\/p>\n\n\n<p>Aqui est\u00e1 um exemplo de como isso funciona na pr\u00e1tica:<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1426\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples.webp\" alt=\"Captura de tela de um rascunho de postagem no LinkedIn criticando provedores de hospedagem, com sublinhado vermelho destacando o erro de ortografia &quot;sysadmin&quot; e r\u00f3tulo indicando a falta de exemplos de poucos disparos.\" class=\"wp-image-78330 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-300x267.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-1024x913.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-768x684.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-1536x1369.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-600x535.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-1200x1070.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-730x651.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-1460x1301.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-784x699.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-1568x1397.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/10_without_few_shot_examples-877x782.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1426;\" \/><\/figure>\n\n\n<p>Aqui, Claude usou a liberdade criativa com o formato, uso de emojis, mensagens e tom. Linguagem corporativa gen\u00e9rica<\/p>\n\n\n<p>Adicionar exemplos funciona porque eles mostram em vez de apenas contar, enquanto esclarecem os requisitos sutis que s\u00e3o dif\u00edceis de expressar apenas por meio de descri\u00e7\u00f5es.<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1437\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples.webp\" alt=\"Captura de tela da cria\u00e7\u00e3o de post no LinkedIn mostrando exemplo sobre velocidade do site e seguran\u00e7a do WordPress, com seta destacando o Exemplo 1 e etiqueta indicando a inclus\u00e3o de exemplos de poucos tiros.\" class=\"wp-image-78331 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-300x269.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-1024x920.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-768x690.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-1536x1380.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-600x539.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-1200x1078.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-730x656.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-1460x1311.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-784x704.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-1568x1408.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/11_with_few_shot_examples-877x788.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1437;\" \/><\/figure>\n\n\n<p>Esta sa\u00edda adere mais de perto aos exemplos que forneci no prompt. Voc\u00ea pode usar o m\u00e9todo de exemplos de poucos tiros para obter <a target=\"_blank\" href=\"https:\/\/www.dreamhost.com\/blog\/how-to-create-linkedin-company-page\/\">publica\u00e7\u00f5es no LinkedIn<\/a> como as suas mais bem-sucedidas. Um artigo acad\u00eamico sobre <a target=\"_blank\" href=\"https:\/\/arxiv.org\/html\/2506.00001\">Projeto de M\u00e1quina de Estados Finitos (FSM)<\/a> mostrou que exemplos estruturados alcan\u00e7aram uma taxa de sucesso de 90% em compara\u00e7\u00e3o com instru\u00e7\u00f5es sem exemplos.<\/p>\n\n\n<p><strong>Como Implementar:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Envolver exemplos em tags &lt;example&gt;, agrupados em tags &lt;examples&gt;<\/li>\n\n\n\n<li>Colocar exemplos no in\u00edcio da primeira mensagem do usu\u00e1rio<\/li>\n\n\n\n<li>Usar 3-5 exemplos diversos para tarefas complexas<\/li>\n\n\n\n<li>Combinar todos os detalhes nos exemplos com o resultado desejado (Claude 4.x replica conven\u00e7\u00f5es de nomenclatura, estilo de c\u00f3digo, formata\u00e7\u00e3o, pontua\u00e7\u00e3o)<\/li>\n\n\n\n<li>Evitar exemplos redundantes<\/li>\n\n\n<\/ul>\n\n\n<p><strong>Quando os Exemplos Funcionam Melhor:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Formata\u00e7\u00e3o de dados que requer estrutura precisa<\/li>\n\n\n\n<li>Padr\u00f5es de codifica\u00e7\u00e3o complexos que necessitam de abordagens espec\u00edficas<\/li>\n\n\n\n<li>Tarefas anal\u00edticas demonstrando m\u00e9todos de racioc\u00ednio<\/li>\n\n\n\n<li>Sa\u00edda exigindo estilo e conven\u00e7\u00f5es consistentes<\/li>\n\n\n<\/ul>\n\n\n<p><strong>Quando Pular:<\/strong> Consultas simples onde instru\u00e7\u00f5es s\u00e3o suficientes, ou quando deseja que Claude use seu pr\u00f3prio julgamento.<\/p>\n\n\n<p><strong>Classifica\u00e7\u00e3o de efic\u00e1cia:<\/strong> 10\/10 para tarefas de formata\u00e7\u00e3o, 6\/10 para consultas simples.<\/p>\n\n\n<h3 class=\"wp-block-heading\">5. Coloque Contexto Antes da Sua Pergunta<\/h3>\n\n\n<p>Claude possui uma janela de contexto de 200.000 tokens (chegando a 1 milh\u00e3o em alguns casos) e pode compreender consultas colocadas em qualquer lugar do contexto. No entanto, a <a target=\"_blank\" href=\"https:\/\/docs.anthropic.com\/en\/docs\/build-with-claude\/prompt-engineering\/long-context-tips\">documenta\u00e7\u00e3o da Anthropic<\/a> recomenda colocar documentos longos (mais de 20.000 tokens) no topo dos prompts, antes das consultas.<\/p>\n\n\n<p>Os testes mostraram que isso melhora a qualidade da resposta em at\u00e9 30% em compara\u00e7\u00e3o com a ordena\u00e7\u00e3o inicial por consulta, especialmente com entradas complexas e multi-documentos.<\/p>\n\n\n<p>Por que? Os mecanismos de aten\u00e7\u00e3o do Claude d\u00e3o mais peso ao conte\u00fado no final dos prompts. Colocar a pergunta ap\u00f3s o contexto permite que o modelo referencie material anterior ao gerar respostas.<\/p>\n\n\n<p><strong>Antes (Consulta Primeiro)<\/strong>:<br><em>Analisar o desempenho financeiro trimestral e identificar as principais tend\u00eancias.<\/em><br><em>[20.000 tokens de dados financeiros]<\/em><\/p>\n\n\n<p><strong>Ap\u00f3s (contexto primeiro)<\/strong>:<br><em>[20,000 tokens de dados financeiros]<\/em><br><em>Com base nos dados financeiros trimestrais fornecidos acima, analise o desempenho e identifique as principais tend\u00eancias no crescimento da receita, expans\u00e3o da margem e efici\u00eancia operacional. Foque em insights pr\u00e1ticos para a tomada de decis\u00e3o executiva.<\/em><\/p>\n\n\n<p><strong>Quando Isso Importa<\/strong>: An\u00e1lise de longo contexto onde Claude precisa referenciar material anterior extensivamente.<\/p>\n\n\n<p><strong>Quando Pular:<\/strong> Comandos curtos com menos de 5.000 tokens.<\/p>\n\n\n<p><strong>Classifica\u00e7\u00e3o de efic\u00e1cia<\/strong>: 8\/10 para tarefas de longo contexto, 4\/10 para solicita\u00e7\u00f5es curtas.<\/p>\n\n<div class=\"single__related-article\">\n\t<span>Related Article<\/span>\n\t<div class=\"single__related-article__wrap\">\n\t\t<div class=\"single__related-article__title\">\n\t\t\t12 Smart Ways To Boost Your Productivity With AI\n\t\t<\/div>\n\t\t<a href=\"https:\/\/www.dreamhost.com\/blog\/boost-productivity\/\" class=\"btn btn--sm btn--brand\" target=\"_blank\" rel=\"noopener\">\n\t\t\tRead More\n\t\t<\/a>\n\t<\/div>\n<\/div>\n\n<h2 id=\"h2_what-prompting-techniques-dont-work-anymore-busting-common-myths\" class=\"wp-block-heading\">T\u00e9cnicas de Instru\u00e7\u00e3o que N\u00e3o Funcionam Mais: Desmascarando Mitos Comuns<\/h2>\n\n\n<p>As altera\u00e7\u00f5es no Claude 4.5 invalidaram v\u00e1rias t\u00e9cnicas populares que funcionavam com modelos anteriores.<\/p>\n\n\n<h3 class=\"wp-block-heading\">1. Palavras de \u00canfase (TODAS EM MAI\u00daSCULAS, \u201cOBRIGAT\u00d3RIO\u201d, \u201cSEMPRE\u201d)<\/h3>\n\n\n<p>Escrever em letras mai\u00fasculas n\u00e3o garante mais conformidade. A an\u00e1lise de Chris Tyson descobriu que Claude agora prioriza contexto e l\u00f3gica em vez de \u00eanfase.<\/p>\n\n\n<p>Se voc\u00ea escrever \u201cNUNCA fabrique dados\u201d, mas o contexto sugerir que voc\u00ea precisa de uma estimativa, Claude 4.5 prioriza a necessidade l\u00f3gica em detrimento do seu comando em mai\u00fasculas.<\/p>\n\n\n<p><strong>Utilize l\u00f3gica condicional em vez disso:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Bad<\/strong>: SEMPRE use n\u00fameros exatos!<\/li>\n\n\n\n<li><strong>Good<\/strong>: Se dados verificados estiverem dispon\u00edveis, use n\u00fameros precisos. Caso contr\u00e1rio, forne\u00e7a intervalos e marque-os como estimativas.<\/li>\n\n\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\">2. Instru\u00e7\u00f5es Manuais do Encadeamento de Pensamento<\/h3>\n\n\n<p>Dizer ao modelo para &#8220;pensar passo a passo&#8221; desperdi\u00e7a tokens quando se usa o modo de Pensamento Estendido.<\/p>\n\n\n<p>Quando voc\u00ea ativa o Pensamento Estendido, o modelo gerencia seu pr\u00f3prio or\u00e7amento de racioc\u00ednio. Adicionar suas pr\u00f3prias instru\u00e7\u00f5es &#8220;passo a passo&#8221; \u00e9 redundante.<\/p>\n\n\n<p><strong>O Que Fazer Em Vez Disso:<\/strong><\/p>\n\n\n<p>Confie na ferramenta. Se voc\u00ea ativar o Pensamento Estendido, remova todas as instru\u00e7\u00f5es sobre como pensar.<\/p>\n\n\n<h3 class=\"wp-block-heading\">3. Restri\u00e7\u00f5es Negativas (&#8220;N\u00e3o Fa\u00e7a X&#8221;)<\/h3>\n\n\n<p>Dizer exatamente ao Claude o que n\u00e3o fazer muitas vezes d\u00e1 errado.<\/p>\n\n\n<p><a target=\"_blank\" href=\"https:\/\/www.synthlabs.ai\/research\/direct-principle-feedback\">Pesquisa sobre instru\u00e7\u00f5es &#8220;Pink Elephant&#8221;<\/a> mostra que dizer a um modelo avan\u00e7ado para n\u00e3o pensar em algo aumenta a probabilidade de ele se concentrar nisso.<\/p>\n\n\n<p>O mecanismo de aten\u00e7\u00e3o do Claude destaca o conceito proibido, mantendo-o ativo na janela de contexto.<\/p>\n\n\n<p><strong>Em vez disso, reformule cada negativo como um comando positivo:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ruim<\/strong>: N\u00e3o escreva introdu\u00e7\u00f5es longas e cheias de floreios. N\u00e3o utilize palavras como &#8220;explorar&#8221; ou &#8220;tape\u00e7aria.&#8221;&nbsp;<\/li>\n\n\n\n<li><strong>Bom<\/strong>: Comece diretamente com o argumento central. Use uma linguagem concisa e impactante.<\/li>\n\n\n<\/ul>\n\n\n<h2 id=\"h2_how-to-migrate-prompts-from-claude-3-5-to-claude-4\" class=\"wp-block-heading\">Como Migrar Prompts do Claude 3.5 para o Claude 4?<\/h2>\n\n\n<p>Se voc\u00ea est\u00e1 migrando do Claude 3.5 para o 4.5, voc\u00ea pode migrar sua biblioteca de comandos seguindo cinco passos sistem\u00e1ticos validados pela experi\u00eancia do desenvolvedor.<\/p>\n\n\n<p>N\u00f3s utilizaremos um cen\u00e1rio comum de hospedagem para este exemplo. O objetivo \u00e9 gerar uma resposta de suporte t\u00e9cnico para um cliente que est\u00e1 enfrentando um erro &#8220;503 Service Unavailable&#8221; em seu site WordPress.<\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1167\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5.webp\" alt=\"Processo de migra\u00e7\u00e3o em cinco etapas para Claude 4.5: auditar pressupostos, refatorar para especificidade, adicionar l\u00f3gica condicional, remover linguagem prescritiva e validar sa\u00edda.\" class=\"wp-image-78332 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-300x219.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-1024x747.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-768x560.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-1536x1120.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-600x438.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-1200x875.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-730x532.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-1460x1065.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-784x572.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-1568x1144.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/12_migrating_prompts_to_claude_4_5-877x640.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1167;\" \/><\/figure>\n\n\n<h3 class=\"wp-block-heading\">1. Auditar Suposi\u00e7\u00f5es Impl\u00edcitas<\/h3>\n\n\n<p>Comece identificando onde o prompt depende do modelo para adivinhar o contexto. Nas vers\u00f5es mais antigas, o modelo inferia que voc\u00ea estava usando o conjunto de softwares mais comum. Claude 4.5 n\u00e3o far\u00e1 essa suposi\u00e7\u00e3o.<\/p>\n\n\n<p><strong>Prompt Antigo:<\/strong><br><em>&#8220;Meu site est\u00e1 carregando lentamente e apresentando erros. Voc\u00ea \u00e9 um administrador de servidor especialista. Pense passo a passo e me diga como corrigir a configura\u00e7\u00e3o para torn\u00e1-lo mais r\u00e1pido.&#8221;<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1502\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit.webp\" alt=\"Auditar Suposi\u00e7\u00f5es Impl\u00edcitas\" class=\"wp-image-78316 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-300x282.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-1024x961.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-768x721.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-1536x1442.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-600x563.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-1200x1127.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-730x685.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-1460x1371.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-784x736.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-1568x1472.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/13_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_1_audit-877x823.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1502;\" \/><\/figure>\n\n\n<p><strong>A Auditoria:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>&#8220;Website&#8221; implica uma configura\u00e7\u00e3o gen\u00e9rica, ao inv\u00e9s de um CMS espec\u00edfico (WordPress).<\/li>\n\n\n\n<li>&#8220;Lentamente&#8221; \u00e9 subjetivo; pode significar alto Tempo para o Primeiro Byte ou renderiza\u00e7\u00e3o lenta de ativos.<\/li>\n\n\n\n<li>&#8220;Erros&#8221; n\u00e3o apresentam os c\u00f3digos de status HTTP espec\u00edficos necess\u00e1rios para diagn\u00f3stico.<\/li>\n\n\n\n<li>&#8220;Administrador de servidores especialista&#8221; e &#8220;Pense passo a passo&#8221; s\u00e3o instru\u00e7\u00f5es de direcionamento desnecess\u00e1rias.<\/li>\n\n\n<\/ul>\n\n\n<p>Na resposta, Claude 4.5 pede mais informa\u00e7\u00f5es, pois \u00e9 treinado para evitar fazer suposi\u00e7\u00f5es.<\/p>\n\n\n<h3 class=\"wp-block-heading\">2. Refatorar para Especificidade Expl\u00edcita<\/h3>\n\n\n<p>Agora, reescreva o prompt para definir o ambiente, o problema espec\u00edfico e o formato de sa\u00edda desejado. Voc\u00ea deve fornecer os detalhes t\u00e9cnicos que o modelo anteriormente adivinhou.<\/p>\n\n\n<p><strong>Prompt Refatorado:<\/strong><br><em>&#8220;Meu site WordPress rodando em Nginx e Ubuntu 20.04 est\u00e1 enfrentando um alto Tempo para o Primeiro Byte (TTFB) e erros ocasionais de 502 Bad Gateway. Voc\u00ea \u00e9 um administrador de servidor especialista. Pense passo a passo e forne\u00e7a mudan\u00e7as espec\u00edficas na configura\u00e7\u00e3o do Nginx e PHP-FPM para resolver esses tempos de espera.&#8221;<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1502\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor.webp\" alt=\"Refatora\u00e7\u00e3o para Especificidade Expl\u00edcita\" class=\"wp-image-78317 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-300x282.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-1024x961.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-768x721.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-1536x1442.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-600x563.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-1200x1127.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-730x685.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-1460x1371.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-784x736.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-1568x1472.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/14_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_2_refactor-877x823.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1502;\" \/><\/figure>\n\n\n<p><strong>O Resultado: <\/strong>O prompt agora especifica exatamente a pilha de software (Nginx, Ubuntu, WordPress) e o erro espec\u00edfico (502 Bad Gateway), reduzindo a chance de conselhos irrelevantes sobre Apache ou IIS. E Claude responde com uma an\u00e1lise e uma solu\u00e7\u00e3o passo a passo.<\/p>\n\n\n<h3 class=\"wp-block-heading\">3. Implemente L\u00f3gica Condicional<\/h3>\n\n\n<p>O Claude 4.5 se destaca quando recebe uma \u00e1rvore de decis\u00e3o. Em vez de solicitar uma \u00fanica solu\u00e7\u00e3o est\u00e1tica, instrua o modelo a lidar com diferentes cen\u00e1rios com base nos dados analisados.<\/p>\n\n\n<p><strong>Prompt com L\u00f3gica:<\/strong><br><em>&#8220;Meu site WordPress funcionando no Nginx e Ubuntu 20.04 est\u00e1 enfrentando altos TTFB e erros 502 Bad Gateway. Voc\u00ea \u00e9 um administrador de servidor experiente. Pense passo a passo.<\/em><br><em>Se os registros de erro mostrarem &#8216;upstream sent too big header&#8217;, forne\u00e7a mudan\u00e7as de configura\u00e7\u00e3o para os tamanhos de buffer. Se os registros de erro mostrarem &#8216;upstream timed out&#8217;, forne\u00e7a mudan\u00e7as de configura\u00e7\u00e3o para os limites de tempo de execu\u00e7\u00e3o.&#8221;<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1502\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic.webp\" alt=\"Implementar L\u00f3gica Condicional\" class=\"wp-image-78318 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-300x282.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-1024x961.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-768x721.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-1536x1442.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-600x563.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-1200x1127.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-730x685.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-1460x1371.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-784x736.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-1568x1472.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/15_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_3_conditinal_logic-877x823.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1502;\" \/><\/figure>\n\n\n<p><strong>O Resultado<\/strong>: A sa\u00edda torna-se din\u00e2mica. O modelo oferece solu\u00e7\u00f5es espec\u00edficas baseadas na l\u00f3gica de causa raiz que voc\u00ea definiu, ao inv\u00e9s de uma lista gen\u00e9rica de corre\u00e7\u00f5es.<\/p>\n\n\n<h3 class=\"wp-block-heading\">4. Remover Linguagem de Dire\u00e7\u00e3o Desatualizada<\/h3>\n\n\n<p>Prompts legados frequentemente cont\u00eam instru\u00e7\u00f5es de pensamento que os usu\u00e1rios acreditavam melhorar o desempenho. Estas s\u00e3o desnecess\u00e1rias e redundantes com o Claude 4.5, pois ele possui pensamento estendido.<\/p>\n\n\n<p><strong>Prompt Limpo:<\/strong><br><em>&#8220;Meu site WordPress rodando em Nginx e Ubuntu 20.04 est\u00e1 enfrentando altos TTFB e erros de 502 Bad Gateway.<\/em><br><em>Se os registros de erro mostrarem &#8216;upstream sent too big header&#8217;, forne\u00e7a mudan\u00e7as de configura\u00e7\u00e3o para os tamanhos de buffer. Se os registros de erro mostrarem &#8216;upstream timed out&#8217;, forne\u00e7a mudan\u00e7as de configura\u00e7\u00e3o para os limites de tempo de execu\u00e7\u00e3o.&#8221;<\/em><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1502\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language.webp\" alt=\"Remover Linguagem de Direcionamento Desatualizada\" class=\"wp-image-78319 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-300x282.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-1024x961.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-768x721.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-1536x1442.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-600x563.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-1200x1127.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-730x685.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-1460x1371.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-784x736.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-1568x1472.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/16_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_4_steering_language-877x823.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1502;\" \/><\/figure>\n\n\n<p><strong>O Resultado<\/strong>: Um prompt mais enxuto que se concentra puramente na tarefa t\u00e9cnica, eliminando a distra\u00e7\u00e3o de &#8220;Voc\u00ea \u00e9 um especialista&#8221; e &#8220;Pense passo a passo&#8221;.<\/p>\n\n\n<h3 class=\"wp-block-heading\">5. Teste Sistematicamente<\/h3>\n\n\n<p>Monte os componentes em um formato estruturado usando XML ou cabe\u00e7alhos claros. Isso corresponde aos dados de treinamento do modelo e produz os resultados mais consistentes.<\/p>\n\n\n<p><code>PAPEL: Administrador de Sistema Linux especializado em desempenho do Nginx e WordPress.<br>TAREFA: Resolver erros 502 Bad Gateway e reduzir o Tempo para o Primeiro Byte (TTFB) para um site WordPress no Ubuntu 20.04.<br>L\u00d3GICA:<br>- Se os registros mostrarem 'upstream sent too big header', aumente fastcgi_buffer_size e fastcgi_buffers.<br>- Se os registros mostrarem 'upstream timed out', aumente fastcgi_read_timeout no nginx.conf e request_terminate_timeout no www.conf.<br>REQUISITOS DE SA\u00cdDA:<br>- Forne\u00e7a as linhas exatas de configura\u00e7\u00e3o a serem alteradas.<br>- Explique o impacto de cada mudan\u00e7a na mem\u00f3ria do servidor.<\/code><\/p>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1600\" height=\"1595\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test.webp\" alt=\"Teste Sistem\u00e1tico\" class=\"wp-image-78320 lazyload\" data-srcset=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test.webp 1600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-300x300.webp 300w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-1024x1021.webp 1024w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-150x150.webp 150w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-768x766.webp 768w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-1536x1531.webp 1536w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-600x598.webp 600w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-1200x1196.webp 1200w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-730x728.webp 730w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-1460x1455.webp 1460w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-784x782.webp 784w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-1568x1563.webp 1568w, https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/17_how_to_migrate_prompts_from_claude_3_5_to_claude_4_step_5_systematic_test-877x874.webp 877w\" data-sizes=\"(max-width: 1600px) 100vw, 1600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1600px; --smush-placeholder-aspect-ratio: 1600\/1595;\" \/><\/figure>\n\n\n<p><strong>O Resultado: <\/strong>A resposta foi mais estruturada, permitiu-me resolver o problema com dados de arquivo de configura\u00e7\u00e3o que podem ser copiados e colados conforme solicitado e explicou a solu\u00e7\u00e3o melhor.<\/p>\n\n\n<h2 id=\"h2_what-this-means-for-your-workflow\" class=\"wp-block-heading\">O Que Isso Significa Para O Seu Fluxo de Trabalho<\/h2>\n\n\n<p>Os modelos Claude 4.x funcionam de forma diferente dos modelos anteriores. Eles seguem suas instru\u00e7\u00f5es exatas em vez de assumir o que voc\u00ea quis dizer, o que ajuda quando voc\u00ea precisa de resultados consistentes. O esfor\u00e7o que voc\u00ea dedica \u00e0 <a target=\"_blank\" href=\"https:\/\/www.dreamhost.com\/blog\/ai-prompts\/\">engenharia de prompts<\/a> no in\u00edcio compensar\u00e1 se voc\u00ea executar a mesma tarefa repetidamente.<\/p>\n\n\n<p>Cada t\u00e9cnica neste guia foi cuidadosamente selecionada porque est\u00e1 alinhada com a forma como o Claude 4.x foi constru\u00eddo. Tags XML, modo de Pensamento Estendido, instru\u00e7\u00f5es expl\u00edcitas, exemplos de poucas tentativas e uma abordagem que prioriza o contexto funcionam porque, com base nos guias de est\u00edmulos do Claude e evid\u00eancias aned\u00f3ticas, \u00e9 prov\u00e1vel que seja assim que a Anthropic treinou os modelos.<\/p>\n\n\n<p>Ent\u00e3o v\u00e1 em frente, escolha uma ou duas t\u00e9cnicas deste guia e teste-as nos seus fluxos de trabalho reais. Me\u00e7a o que muda e quais m\u00e9todos funcionam a seu favor. A melhor abordagem \u00e9 aquela respaldada por dados reais dos seus pr\u00f3prios fluxos de trabalho di\u00e1rios.<\/p>\n\n\n<div class=\"article-newsletter article-newsletter--gradient\">\n\n\n<h2>Get Content Delivered Straight to Your Inbox<\/h2><p>Subscribe now to receive all the latest updates, delivered directly to your inbox.<\/p><form class=\"nwsl-form\" id=\"newsletter_block_\" novalidate><div class=\"messages\"><\/div><div class=\"form-group\"><label for=\"input_newsletter_block_\"><input type=\"email\"name=\"email\"id=\"input_newsletter_block_\"placeholder=\"Enter your email address\"novalidatedisabled=\"disabled\"\/><\/label><button type=\"submit\"class=\"btn btn--brand\"disabled=\"disabled\"><span>Sign Me Up!<\/span><svg width=\"21\" height=\"14\" viewBox=\"0 0 21 14\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path d=\"M13.8523 0.42524L12.9323 1.34521C12.7095 1.56801 12.7132 1.9304 12.9404 2.14865L16.7241 5.7823H0.5625C0.251859 5.7823 0 6.03416 0 6.3448V7.6573C0 7.96794 0.251859 8.2198 0.5625 8.2198H16.7241L12.9405 11.8535C12.7132 12.0717 12.7095 12.4341 12.9323 12.6569L13.8523 13.5769C14.072 13.7965 14.4281 13.7965 14.6478 13.5769L20.8259 7.39879C21.0456 7.17913 21.0456 6.82298 20.8259 6.60327L14.6477 0.42524C14.4281 0.205584 14.0719 0.205584 13.8523 0.42524Z\" fill=\"white\"\/>\n<\/svg>\n<\/button><\/div><\/form><\/div>","protected":false},"excerpt":{"rendered":"<p>N\u00f3s testamos sistematicamente 25 t\u00e9cnicas populares de engenharia de prompts do Claude para ver o que realmente funciona. Descubra os 5 m\u00e9todos comprovados que melhoram mensuravelmente as sa\u00eddas de IA, al\u00e9m dos surpreendentes fracassos que desperdi\u00e7am seu tempo<\/p>\n","protected":false},"author":1006,"featured_media":78315,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"toc_headlines":"[[\"h-what-changed-in-claude-4-5-that-broke-existing-prompts\",\"O Que Mudou no Claude 4.5 Que Comprometeu Prompts Existentes?\"],[\"h-the-5-proven-techniques-that-measurably-improve-claude-s-performance\",\"As 5 T\u00e9cnicas Comprovadas Que Melhoram Significativamente o Desempenho do Claude\"],[\"h2_what-prompting-techniques-dont-work-anymore-busting-common-myths\",\"T\u00e9cnicas de Instru\u00e7\u00e3o que N\u00e3o Funcionam Mais: Desmascarando Mitos Comuns\"],[\"h2_how-to-migrate-prompts-from-claude-3-5-to-claude-4\",\"Como Migrar Prompts do Claude 3.5 para o Claude 4?\"],[\"h2_what-this-means-for-your-workflow\",\"O Que Isso Significa Para O Seu Fluxo de Trabalho\"]]","hide_toc":false,"footnotes":""},"categories":[14858],"tags":[],"class_list":["post-80821","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-pt"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.3 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Testamos 25 T\u00e9cnicas Populares de Prompt Claude: Estas 5 Realmente Funcionam - DreamHost Blog<\/title>\n<meta name=\"description\" content=\"Testamos sistematicamente 25 t\u00e9cnicas populares de engenharia de prompts Claude para ver o que realmente funciona. Descubra os 3 m\u00e9todos comprovados que melhoram significativamente os resultados de IA, al\u00e9m das surpresas inesperadas que podem desperdi\u00e7ar seu tempo\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dreamhost.com\/blog\/pt\/testamos-25-tecnicas-populares-de-prompt-claude-estas-5-realmente-funcionam-pt\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Testamos 25 T\u00e9cnicas Populares de Prompt Claude: Estas 5 Realmente Funcionam\" \/>\n<meta property=\"og:description\" content=\"Testamos sistematicamente 25 t\u00e9cnicas populares de engenharia de prompts Claude para ver o que realmente funciona. Descubra os 3 m\u00e9todos comprovados que melhoram significativamente os resultados de IA, al\u00e9m das surpresas inesperadas que podem desperdi\u00e7ar seu tempo\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dreamhost.com\/blog\/pt\/testamos-25-tecnicas-populares-de-prompt-claude-estas-5-realmente-funcionam-pt\/\" \/>\n<meta property=\"og:site_name\" content=\"DreamHost Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DreamHost\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-19T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-07T15:26:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2025\/12\/1460x1095_blog_hero_we_tested_25_popular_claude_prompt_techniques_these_5_actually_work.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1460\" \/>\n\t<meta property=\"og:image:height\" content=\"1095\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Brian Andrus\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dreamhost\" \/>\n<meta name=\"twitter:site\" content=\"@dreamhost\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Brian Andrus\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"17 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Testamos 25 T\u00e9cnicas Populares de Prompt Claude: Estas 5 Realmente Funcionam - DreamHost Blog","description":"Testamos sistematicamente 25 t\u00e9cnicas populares de engenharia de prompts Claude para ver o que realmente funciona. 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