ruff

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9<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="RSS Feed" data-next-head=""/><title data-next-head="">Ruff, an extremely fast Python linter | Astral</title><meta name="robots" content="index,follow" data-next-head=""/><meta name="description" content="A high-performance Python linter and code formatter, written in Rust. Ruff can replace dozens of static analysis tools, all while executing 10-100x faster." data-next-head=""/><meta name="twitter:card" content="summary_large_image" data-next-head=""/><meta name="twitter:site" content="@astral_sh" data-next-head=""/><meta property="og:title" content="Ruff, an extremely fast Python linter | Astral" data-next-head=""/><meta property="og:description" content="A high-performance Python linter and code formatter, written in Rust. Ruff can replace dozens of static analysis tools, all while executing 10-100x faster." data-next-head=""/><meta property="og:url" content="https://astral.sh/ruff" data-next-head=""/><meta property="og:image" content="https://astral.sh/static/OpenGraph/Ruff.png" data-next-head=""/><link rel="canonical" href="https://astral.sh/ruff" data-next-head=""/><link rel="preload" as="image" href="/_next/static/media/ruff-bg.0m~_5dez8jycv.png" data-next-head=""/><link data-next-font="" rel="preconnect" href="/" crossorigin="anonymous"/><link rel="preload" href="/_next/static/chunks/00h_peupriwi9.css" as="style"/><link rel="stylesheet" href="/_next/static/chunks/00h_peupriwi9.css" data-n-g=""/><link rel="preload" href="/_next/static/chunks/125-s-emkbb~1.css" as="style"/><link rel="stylesheet" href="/_next/static/chunks/125-s-emkbb~1.css" data-n-p=""/><noscript data-n-css=""></noscript>

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class="absolute left-0 top-0 h-2 rounded-[2px] bg-white/10" style="width:25.916666666666664%"></div></div><div class=" text-crater flex justify-between text-[12px] tracking-widest"><p class="font-medium uppercase">Pyflakes</p><div class="font-mono lg:hidden"><span></span>s</div></div></div><div class="hidden w-[15%] text-right font-mono text-[16px] lg:block lg:text-[28px] text-crater"><div><span></span>s</div></div></li><li class="flex items-end justify-between space-x-10"><div class="w-full space-y-2 lg:w-[85%]"><div class="relative"><div><div class="h-2 rounded-[2px] bg-crater" style="width:0%"></div></div><div class="absolute left-0 top-0 h-2 rounded-[2px] bg-white/10" style="width:76.03333333333333%"></div></div><div class=" text-crater flex justify-between text-[12px] tracking-widest"><p class="font-medium uppercase">pycodestyle</p><div class="font-mono lg:hidden"><span></span>s</div></div></div><div class="hidden w-[15%] text-right font-mono text-[16px] lg:block lg:text-[28px] 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pt-0 pb-0 padding-t padding-b"><div class="absolute left-0 top-0 flex h-8 w-full grid-cols-12 justify-between overflow-hidden lg:h-12"><div class="h-full" style="width:5%"><div class="relative h-full w-full rounded-br-[12px] bg-white dark:bg-black"><div class="absolute -right-4 z-0 h-4 w-4 lg:h-8 lg:w-8 bg-white dark:bg-black"></div></div></div><div class="relative z-10 h-full w-full rounded-tl-[12px] bg-starlight dark:bg-space"></div></div><div class="container"><div class="flex w-full flex-col  md:items-center"><div class="text-card flex flex-col items-center space-y-5 text-center md:text-center md:"><h2 class="w-full break-words text-h2  md:max-w-2xl">An ambitious tool for ambitious projects</h2><div class="prose w-full body-l md:max-w-2xl"><p>Ruff is a high-performance Python linter that lets you ship faster. Replace dozens of dependencies with a single tool â that runs in a fraction of the time.</p>
11</div></div></div><div class="relative"><div class="padding-t"><div class="mx-auto max-w-[1140px]"><ul class="space-y-20 lg:space-y-32"><li class="space-y-10 lg:grid lg:grid-cols-12"><div class="lg:order-1 lg:col-span-8"><div style="transform:translateZ(0px)" class="flex h-full w-full items-center justify-center"><div class="h-[50px] w-[50px]"><svg version="1.1" id="L3" xmlns="http://www.w3.org/2000/svg" x="0px" y="0px" viewBox="0 0 100 100" enable-background="new 0 0 0 0"><circle fill="none" stroke="#fff" stroke-width="4" cx="50" cy="50" r="44" opacity="0.5"></circle><circle fill="#fff" stroke="#8655FF" stroke-width="3" cx="8" cy="54" r="6"><animateTransform attributeName="transform" dur="2s" type="rotate" from="0 50 48" to="360 50 52" repeatCount="indef

11inite"></animateTransform></circle></svg></div></div></div><div class="lg:col-span-4 lg:max-w-sm"><div class="flex w-full flex-col  items-start"><div class="text-card flex flex-col items-start space-y-4 text-center md:text-left md:"><h2 class="w-full break-words text-h4  md:">"Shockingly fast"</h2><div class="prose w-full body-l md:"><p>Ruff is 10-100x faster than existing tools, enabling sub-second feedback loops on even the largest codebases.</p>
12</div></div></div></div></li><li class="space-y-10 lg:grid lg:grid-cols-12"><div class="lg:order-0 lg:col-span-8"><div style="transform:translateZ(0px)" class="flex h-full w-full items-center justify-center"><div class="h-[50px] w-[50px]"><svg version="1.1" id="L3" xmlns="http://www.w3.org/2000/svg" x="0px" y="0px" viewBox="0 0 100 100" enable-background="new 0 0 0 0"><circle fill="none" stroke="#fff" stroke-width="4" cx="50" cy="50" r="44" opacity="0.5"></circle><circle fill="#fff" stroke="#8655FF" stroke-width="3" cx="8" cy="54" r="6"><animateTransform attributeName="transform" dur="2s" type="rotate" from="0 50 48" to="360 50 52" repeatCount="indefinite"></animateTransform></circle></svg></div></div></div><div class="lg:col-span-4 lg:max-w-sm"><div class="flex w-full flex-col  items-start"><div class="text-card flex flex-col items-start space-y-4 text-center md:text-left md:"><h2 class="w-full break-words text-h4  md:">All-in-one</h2><div class="prose w-full body-l md:"><p>Replace dozens of tools with a single, unified interface. Ruff supports over 500 rules and maintains drop-in compatibility with Flake8, isort, and more.</p>
13</div></div></div></div></li><li class="space-y-10 lg:grid lg:grid-cols-12"><div class="lg:order-1 lg:col-span-8"><div style="transform:translateZ(0px)" class="flex h-full w-full items-center justify-center"><div class="h-[50px] w-[50px]"><svg version="1.1" id="L3" xmlns="http://www.w3.org/2000/svg" x="0px" y="0px" viewBox="0 0 100 100" enable-background="new 0 0 0 0"><circle fill="none" stroke="#fff" stroke-width="4" cx="50" cy="50" r="44" opacity="0.5"></circle><circle fill="#fff" stroke="#8655FF" stroke-width="3" cx="8" cy="54" r="6"><animateTransform attributeName="transform" dur="2s" type="rotate" from="0 50 48" to="360 50 52" repeatCount="indefinite"></animateTransform></circle></svg></div></div></div><div class="lg:col-span-4 lg:max-w-sm"><div class="flex w-full flex-col  items-start"><div class="text-card flex flex-col items-start space-y-4 text-center md:text-left md:"><h2 class="w-full break-words text-h4  md:">Automated</h2><div class="prose w-full body-l md:"><p>Automatically upgrade to newer Python syntax, organize imports, remove unused variables, and more with Ruffâs powerful autofix model.</p>
14</div></div></div></div></li></ul></div></div></div></div></section><section id="" class="overflow-visible  bg-galaxy dark:bg-galaxy text-white pt-0 pb-0 padding-t padding-b"><div class=""><div class=""><div class="mt-12 lg:mt-0"><div class="inner-margin-b container text-center"><h3 class="text-h2 mx-auto max-w-[750px] lg:min-h-[150px]"><div class="font-semibold">Tried and tested.</div>Powering impactful projects across open source.</h3></div><div class="flex w-screen flex-row overflow-hidden"><div class="swiper"><div class="swiper-wrapper"><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4"><svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Ruff is so fast that sometimes I add an intentional bug in the code just to confirm it&#x27;s actually running.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">SebastiÃ¡n RamÃrez</cite><p class="body-s !leading-none text-nebula">Creator of FastAPI</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Why is Ruff a gamechanger? Primarily because itâs nearly 1000x faster. Literally. Not a typo.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Nick Schrock</cite><p class="body-s !leading-none text-nebula">Founder of Elementl, co-creator of GraphQL</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Just switched my first project to Ruff. Only one downside so far: it&#x27;s so fast I couldn&#x27;t believe it was working until I intentionally introduced some errors.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Timothy Crosley</cite><p class="body-s !leading-none text-nebula">Software Engineer at Stripe, Creator of isort</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Ruff is so fast that sometimes I add an intentional bug in the code just to confirm it&#x27;s actually running.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">SebastiÃ¡n RamÃrez</cite><p class="body-s !leading-none text-nebula">Creator of FastAPI</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Why is Ruff a gamechanger? Primarily because itâs nearly 1000x faster. Literally. Not a typo.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Nick Schrock</cite><p class="body-s !leading-none text-nebula">Founder of Elementl, co-creator of GraphQL</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Just switched my first project to Ruff. Only one downside so far: it&#x27;s so fast I couldn&#x27;t believe it was working until I intentionally introduced some errors.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Timothy Crosley</cite><p class="body-s !leading-none text-nebula">Software Engineer at Stripe, Creator of isort</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Ruff is so fast that sometimes I add an intentional bug in the code just to confirm it&#x27;s actually running.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">SebastiÃ¡n RamÃrez</cite><p class="body-s !leading-none text-nebula">Creator of FastAPI</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Why is Ruff a gamechanger? Primarily because itâs nearly 1000x faster. Literally. Not a typo.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Nick Schrock</cite><p class="body-s !leading-none text-nebula">Founder of Elementl, co-creator of GraphQL</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Just switched my first project to Ruff. Only one downside so far: it&#x27;s so fast I couldn&#x27;t believe it was working until I intentionally introduced some errors.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Timothy Crosley</cite><p class="body-s !leading-none text-nebula">Software Engineer at Stripe, Creator of isort</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Ruff is so fast that sometimes I add an intentional bug in the code just to confirm it&#x27;s actually running.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="SebastiÃ¡n RamÃrez" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="SebastiÃ¡n RamÃrez" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-32cd25da-sebastian-ramirez.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">SebastiÃ¡n RamÃrez</cite><p class="body-s !leading-none text-nebula">Creator of FastAPI</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Why is Ruff a gamechanger? Primarily because itâs nearly 1000x faster. Literally. Not a typo.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Nick Schrock" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Nick Schrock" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-92c37926-nick-shrock.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Nick Schrock</cite><p class="body-s !leading-none text-nebula">Founder of Elementl, co-creator of GraphQL</p></div></div></div></div></blockquote></div><div class="swiper-slide w-full max-w-[300px] sm:max-w-[500px] md:max-w-[740px] lg:max-w-[920px] xl:max-w-[1060px]"><blockquote class="relative h-full w-full flex-shrink-0 rounded-[12px] p-6 lg:p-20 bg-space dark:bg-space"><div class="absolute right-0 top-0 flex h-10 w-10 items-center justify-center rounded-bl-[12px] bg-black dark:bg-galaxy text-radiate p-2 lg:h-20 lg:w-20 lg:p-4">

14<svg width="52" height="25" viewBox="0 0 52 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.25 0C0.559644 0 0 0.559644 0 1.25V15.5V17.5V23.75C0 24.4404 0.559644 25 1.25 25H23.75C24.4404 25 25 24.4404 25 23.75V5.25C25 4.55964 24.4404 4 23.75 4H11.5V0H1.25ZM28.25 0C27.5596 0 27 0.559644 27 1.25V15.5V17.5V23.75C27 24.4404 27.5596 25 28.25 25H50.75C51.4404 25 52 24.4404 52 23.75V5.25C52 4.55964 51.4404 4 50.75 4H38.5V0H28.25Z" fill="currentColor"></path></svg><div class="absolute -left-8 top-0 h-8 w-8 bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div><div class="absolute -bottom-8 right-0 h-8 w-full bg-black dark:bg-galaxy text-radiate"><div class="absolute inset-0 rounded-tr-[12px] bg-space dark:bg-space"></div></div></div><div class="relative z-20 h-full w-full items-start gap-8 lg:mt-0 lg:grid lg:grid-cols-12 lg:gap-12 xl:gap-20"><div class="hidden overflow-hidden rounded-[12px] lg:col-span-4 lg:block"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="flex h-full w-full flex-col justify-between space-y-8 lg:col-span-8 lg:w-auto"><p class="w-11/12 whitespace-normal text-base leading-snug lg:text-[30px] lg:leading-[140%]">Just switched my first project to Ruff. Only one downside so far: it&#x27;s so fast I couldn&#x27;t believe it was working until I intentionally introduced some errors.</p><div class="flex items-center space-x-4 lg:space-x-0"><div class="h-12 w-12 flex-shrink-0 overflow-hidden rounded-lg lg:hidden"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;padding-top:117.3076923076923%"></span><img alt="Timothy Crosley" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Timothy Crosley" loading="lazy" decoding="async" data-nimg="responsive" style="opacity:0;transition:opacity 0.2s;position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2Fmedia%2F2023-03-aec0867d-timothy-crosley.jpg&amp;w=3840&amp;q=75"/></noscript></span></div><div class="space-y-2"><cite class="text-xs font-medium uppercase not-italic tracking-wider lg:text-base">Timothy Crosley</cite><p class="body-s !leading-none text-nebula">Software Engineer at Stripe, Creator of isort</p></div></div></div></div></blockquote></div></div></div></div></div></div></div></section><section id="" class="overflow-visible  dark:bg-black text-black dark:text-white pt-0 pb-0 margin-t margin-b"><div class="container"><div><div class="items-center justify-between text-center lg:flex lg:space-y-0 lg:text-left"><h3 class="text-h2">Space to think</h3></div><div class="mt-12 grid gap-8 lg:grid-cols-12 lg:gap-20"><div class="lg:col-span-8"><div class="lg:sticky lg:top-[90px]"><a class="group relative flex cursor-pointer flex-col overflow-hidden rounded-[12px] lg:p-3" href="https://astral.sh/blog/openai"><div class="absolute inset-0 z-0 scale-95 transform transition-all duration-200 ease-in-out group-hover:scale-100 group-hover:bg-starlight dark:group-hover:bg-space"></div><div class="relative flex h-[200px] rounded-[12px] rounded-bl-none lg:h-[450px]"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="Astral" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="overflow-hidden rounded-[12px] object-cover" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="Astral" loading="lazy" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" class="overflow-hidden rounded-[12px] object-cover" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2FPNG%2FAstral.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2FPNG%2FAstral.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2FPNG%2FAstral.png&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2FPNG%2FAstral.png&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2FPNG%2FAstral.png&amp;w=1200&amp;q=75 1200w, 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15    March 
16    19, 
17    2026</p><h3 class="text-h5">Astral to join OpenAI</h3><p class="body-m text-comet">Astral has entered into an agreement to join OpenAI as part of the Codex team.</p></div></a></div></div><div class="space-y-10 lg:col-span-4"><a class="group relative flex cursor-pointer flex-col overflow-hidden rounded-[12px] lg:p-3" href="https://astral.sh/blog/ty"><div class="absolute inset-0 z-0 scale-95 transform transition-all duration-200 ease-in-out group-hover:scale-100 group-hover:bg-starlight dark:group-hover:bg-space"></div><div class="relative flex h-[200px] rounded-[12px] rounded-bl-none lg:h-[300px]"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="ty" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="overflow-hidden rounded-[12px] object-cover" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="ty" loading="lazy" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" class="overflow-hidden rounded-[12px] object-cover" sizes="100vw" srcSet="/_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=640&amp;q=75 640w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=750&amp;q=75 750w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=828&amp;q=75 828w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=1080&amp;q=75 1080w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=1200&amp;q=75 1200w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=1920&amp;q=75 1920w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=2048&amp;q=75 2048w, /_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=3840&amp;q=75 3840w" src="/_next/image?url=%2Fstatic%2FOpenGraph%2Fty.png&amp;w=3840&amp;q=75"/></noscript></span><div class="subtitle absolute -bottom-[1px] -left-[1px] rounded-tr-[12px] bg-white px-6 pb-1 pt-2 text-comet transition-colors duration-200 ease-in-out group-hover:bg-starlight dark:bg-black dark:group-hover:bg-space">Announcements<div class="text-white transition-colors duration-200 ease-in-out group-hover:text-starlight dark:text-black dark:group-hover:text-space"><div class="absolute -right-[22px] bottom-0 flex h-full w-6 items-end"><svg width="13" height="48" viewBox="0 0 13 48" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_149_2180)"><path fill-rule="evenodd" clip-rule="evenodd" d="M-207 -424H-219V-412C-219 -418.627 -213.627 -424 -207 -424ZM525 -424C531.627 -424 537 -418.627 537 -412V-424H525ZM537 35.5885C537 42.2159 531.627 47.5885 525 47.5885H12C5.37256 47.5885 0 42.2159 0 35.5885V12C0 5.37256 -5.37256 0 -12 0H-207C-213.627 0 -219 -5.37256 -219 -12V48H537V35.5885Z" fill="currentColor"></path></g><defs><clipPath id="clip0_149_2180"><rect width="13" height="48" fill="white"></rect></clipPath></defs></svg></div><div class="absolute -top-[22px] left-0 flex h-6 w-full items-end"><svg width="13" height="48" viewBox="0 0 13 48" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_149_2180)"><path fill-rule="evenodd" clip-rule="evenodd" d="M-207 -424H-219V-412C-219 -418.627 -213.627 -424 -207 -424ZM525 -424C531.627 -424 537 -418.627 537 -412V-424H525ZM537 35.5885C537 42.2159 531.627 47.5885 525 47.5885H12C5.37256 47.5885 0 42.2159 0 35.5885V12C0 5.37256 -5.37256 0 -12 0H-207C-213.627 0 -219 -5.37256 -219 -12V48H537V35.5885Z" fill="currentColor"></path></g><defs><clipPath id="clip0_149_2180"><rect width="13" height="48" fill="white"></rect></clipPath></defs></svg></div></div></div></div><div class="relative z-10 mt-4 max-w-[600px] space-y-4 p-6 lg:mt-8"><p class="subtitle text-comet">
18    December 
19    16, 
20    2025</p><h3 class="text-h5">ty: An extremely fast Python type checker and language server</h3><p class="body-m text-comet">ty is an extremely fast Python type checker and language server, written in Rust, and designed as an alternative to mypy, Pyright, and Pylance.</p></div></a></div></div></div></div></section></main><div class="container"><div class="relative items-center justify-center overflow-hidden rounded-[12px] lg:justify-start lg:p-0"><div class="-mb-3 flex w-full"><div class="hidden dark:block"><span style="box-sizing:border-box;display:inline-block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:relative;max-width:100%"><span style="box-sizing:border-box;display:block;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;max-width:100%"><img style="display:block;max-width:100%;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0" alt="" aria-hidden="true" src="data:image/svg+xml,%3csvg%20xmlns=%27http://www.w3.org/2000/svg%27%20version=%271.1%27%20width=%272560%27%20height=%27302%27/%3e"/></span>

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