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You need a live product or MVP, a verifiable company profile, and you must be building software (not an agency or dev shop)."}},{"@type":"Question","name":"How do I apply?","acceptedAnswer":{"@type":"Answer","text":"Email us at contact@guepard.run and mention the startup program, or use the Apply button on this page. Tell us what you're building and your stage; we'll schedule a short call."}},{"@type":"Question","name":"Can I apply if I'm already using Guepard?","acceptedAnswer":{"@type":"Answer","text":"Yes. New and existing teams can apply. Credits are applied after approval based on your usage and stage."}},{"@type":"Question","name":"How much credit can we receive?","acceptedAnswer":{"@type":"Answer","text":"Eligible startups receive up to $30,000 in Guepard platform credits, valid for 12 months from activation. 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If you'd like your fund or program to partner with us, ask them to reach out: we offer portfolio-wide benefits."}}]}</script><section class="relative overflow-hidden" style="background:var(--bg);padding-top:88px;padding-bottom:48px"><div aria-hidden="true" class="pointer-events-none absolute -top-24 right-0 w-[420px] h-[420px] rounded-full opacity-80" style="background:radial-gradient(circle, var(--accent-alt-soft) 0%, transparent 70%)"></div><div class="gp-container-wide relative z-10"><div class="grid grid-cols-1 lg:grid-cols-2 gap-10 lg:gap-12 items-center"><div class="flex flex-col gap-5" style="opacity:0;transform:translateY(20px)"><p class="font-mono text-[11px] uppercase tracking-[0.12em]" style="color:var(--accent-alt-ink)">Guepard for Startups</p><h1 class="font-medium tracking-[-0.04em]" style="font-size:clamp(32px, 4vw, 52px);line-height:1.08;color:var(--ink)">Build, scale, and succeed with infrastructure credits</h1><p class="text-[16px] leading-relaxed" style="color:var(--ink-3);max-width:440px">Up to <strong style="color:var(--ink);font-weight:600">$30,000 in platform credits</strong> for one year. Talk to us to apply, built for early teams running real databases.</p><div class="pt-1"><a href="mailto:contact@guepard.run?subject=Guepard%20startup%20program%20application&amp;body=Hi%20Guepard%20team%2C%0A%0AI&#x27;d%20like%20to%20apply%20for%20the%20Guepard%20for%20Startups%20program.%0A%0ACompany%20name%3A%0AWebsite%3A%0AStage%3A%0AWhat%20we&#x27;re%20building%3A%0A%0AThanks%2C" class="btn btn-primary btn-lg inline-flex gap-2">Apply now<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div><div class="flex flex-wrap items-center gap-6 pt-4" style="border-top:1px solid var(--rule)"><img src="/design/logos/visum.png" alt="Visum" style="height:24px;opacity:0.55;object-fit:contain"/><img src="/design/logos/airspace-light.png" alt="Airspace" style="height:22px;opacity:0.55;object-fit:contain"/><img src="/design/logos/orange.png" alt="Orange" style="height:20px;opacity:0.55;object-fit:contain"/></div></div><div style="opacity:0;transform:translateY(24px)"><div class="rounded-lg w-full text-left" style="background:var(--bg);border:1px solid var(--rule)"><div class="flex flex-wrap items-center justify-between gap-x-3 gap-y-1 px-3 py-2" style="border-bottom:1px solid var(--rule)"><div class="flex items-center gap-0.5"><button type="button" class="p-1.5 rounded" style="color:var(--ink-3);background:transparent;border:none;cursor:pointer" aria-label="Play"><svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play" aria-hidden="true"><path d="M5 5a2 2 0 0 1 3.008-1.728l11.997 6.998a2 2 0 0 1 .003 3.458l-12 7A2 2 0 0 1 5 19z"></path></svg></button><button type="button" class="p-1.5 rounded" style="color:var(--ink-4);background:transparent;border:none;cursor:pointer" aria-label="Reset"><svg xmlns="http://www.w3.org/2000/svg" width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-rotate-ccw" aria-hidden="true"><path d="M3 12a9 9 0 1 0 9-9 9.75 9.75 0 0 0-6.74 2.74L3 8"></path><path d="M3 3v5h5"></path></svg></button></div><div class="flex items-center gap-0.5"><button type="button" class="font-mono text-[11px] px-2 py-1 rounded transition-colors" style="color:var(--ink-3);background:transparent;border:none;cursor:pointer;opacity:1">+ clone</button><button type="button" disabled="" class="font-mono text-[11px] px-2 py-1 rounded transition-colors" style="color:var(--ink-4);background:transparent;border:none;cursor:default;opacity:0.45">+ snap</button><button type="button" disabled="" class="font-mono text-[11px] px-2 py-1 rounded transition-colors" style="color:var(--ink-4);background:transparent;border:none;cursor:default;opacity:0.45">+ branch</button></div></div><div class="p-3 space-y-4 min-h-[200px]"><div class="flex items-center flex-wrap gap-x-1 gap-y-1 font-mono text-[12px]"><span class="inline-flex items-center" style="opacity:0"><button type="button" style="background:none;border:none;cursor:pointer;padding:2px 0;color:var(--accent-alt-ink);font-weight:600">production</button></span></div><p class="font-mono text-[11px]" style="color:var(--ink-4)">+ clone to open graph</p></div><p class="px-3 py-2 font-mono text-[10px] truncate" style="color:var(--ink-4);border-top:1px solid var(--rule)">Play or: clone → snapshot → branch</p></div></div></div></div></section><section id="program" class="gp-section-sm" style="border-top:1px solid var(--rule)"><div class="gp-container-wide"><div class="max-w-[720px] mx-auto text-center"><div class="" style="opacity:0;transform:translateY(48px)"><h2 class="font-medium tracking-[-0.03em] mb-5" style="font-size:clamp(28px, 4vw, 44px);color:var(--ink)">Build smarter, scale faster with our startup program</h2><p class="text-[17px] leading-relaxed mb-8" style="color:var(--ink-3)">Guepard for Startups gives eligible companies platform credits and direct access to our team, so you can run production-identical database infrastructure from MVP through your next round, without re-architecting when you grow.</p><a href="mailto:contact@guepard.run?subject=Guepard%20startup%20program%20application&amp;body=Hi%20Guepard%20team%2C%0A%0AI&#x27;d%20like%20to%20apply%20for%20the%20Guepard%20for%20Startups%20program.%0A%0ACompany%20name%3A%0AWebsite%3A%0AStage%3A%0AWhat%20we&#x27;re%20building%3A%0A%0AThanks%2C" class="btn btn-primary btn-lg inline-flex gap-2 ">Apply now<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div></div></section><section class="gp-section" style="border-top:1px solid var(--rule);background:var(--bg-2)"><div class="gp-container-wide"><div class="text-center mb-14" style="opacity:0;transform:translateY(48px)"><span class="eyebrow eyebrow-section">Why Guepard</span><h2 class="display-md mt-4 font-medium tracking-[-0.03em]" style="color:var(--ink);font-size:clamp(28px, 4vw, 48px)">Why startups choose Guepard</h2><p class="mt-4 text-[17px] max-w-[560px] mx-auto" style="color:var(--ink-3)">Database infrastructure should feel visual and self-serve: clone, snapshot, branch, not like a ticket queue.</p></div><div class="grid grid-cols-1 md:grid-cols-2 gap-5 max-w-[1000px] mx-auto"><div class="" style="opacity:0;transform:translateY(48px)"><div class="rounded-xl p-8 h-full" style="background:var(--surface);border:1px solid var(--rule);box-shadow:var(--shadow-sm)"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-zap" aria-hidden="true" style="color:var(--accent-alt-ink);margin-bottom:20px"><path d="M4 14a1 1 0 0 1-.78-1.63l9.9-10.2a.5.5 0 0 1 .86.46l-1.92 6.02A1 1 0 0 0 13 10h7a1 1 0 0 1 .78 1.63l-9.9 10.2a.5.5 0 0 1-.86-.46l1.92-6.02A1 1 0 0 0 11 14z"></path></svg><h3 class="text-xl font-semibold mb-3 tracking-[-0.02em]" style="color:var(--ink)">Ship without waiting on ops</h3><p class="text-[15px] leading-relaxed" style="color:var(--ink-3)">Clone production, snapshot before migrations, branch per PR, visually like copying databases through time. Your engineers self-serve; you don&#x27;t hire DevOps on day one.</p></div></div><div class="" style="opacity:0;transform:translateY(48px)"><div class="rounded-xl p-8 h-full" style="background:var(--surface);border:1px solid var(--rule);box-shadow:var(--shadow-sm)"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-layers" aria-hidden="true" style="color:var(--accent-alt-ink);margin-bottom:20px"><path d="M12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83z"></path><path d="M2 12a1 1 0 0 0 .58.91l8.6 3.91a2 2 0 0 0 1.65 0l8.58-3.9A1 1 0 0 0 22 12"></path><path d="M2 17a1 1 0 0 0 .58.91l8.6 3.91a2 2 0 0 0 1.65 0l8.58-3.9A1 1 0 0 0 22 17"></path></svg><h3 class="text-xl font-semibold mb-3 tracking-[-0.02em]" style="color:var(--ink)">Infrastructure that scales with you</h3><p class="text-[15px] leading-relaxed" style="color:var(--ink-3)">From first deploy to Series A, run unlimited parallel environments. Credits cover platform usage so you invest runway in product, not idle staging servers.</p></div></div><div class="" style="opacity:0;transform:translateY(48px)"><div class="rounded-xl p-8 h-full" style="background:var(--surface);border:1px solid var(--rule);box-shadow:var(--shadow-sm)"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-shield" aria-hidden="true" style="color:var(--accent-alt-ink);margin-bottom:20px"><path d="M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z"></path></svg><h3 class="text-xl font-semibold mb-3 tracking-[-0.02em]" style="color:var(--ink)">Safe data for CI and agents</h3><p class="text-[15px] leading-relaxed" style="color:var(--ink-3)">Isolated clones mean tests and AI agents never touch shared staging. Roll back with snapshots when something breaks: full fidelity, seconds not hours.</p></div></div><div class="" style="opacity:0;transform:translateY(48px)"><div class="rounded-xl p-8 h-full" style="background:var(--surface);border:1px solid var(--rule);box-shadow:var(--shadow-sm)"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-trending-up" aria-hidden="true" style="color:var(--accent-alt-ink);margin-bottom:20px"><path d="M16 7h6v6"></path><path d="m22 7-8.5 8.5-5-5L2 17"></path></svg><h3 class="text-xl font-semibold mb-3 tracking-[-0.02em]" style="color:var(--ink)">Credits, not a coupon gimmick</h3><p class="text-[15px] leading-relaxed" style="color:var(--ink-3)">Up to $30,000 in Guepard platform credits over 12 months. Sized with you at application time, built for venture-backed teams building real software.</p></div></div></div></div></section><section class="gp-section-sm" style="border-top:1px solid var(--rule)"><div class="gp-container-wide"><div class="rounded-2xl p-10 md:p-14 grid gap-10 md:grid-cols-2 items-center" style="background:var(--surface);border:1px solid var(--rule);box-shadow:4px 4px 0 rgba(22,22,22,0.04)"><div class="" style="opacity:0;transform:translateY(48px)"><span class="eyebrow eyebrow-section">What you get</span><h2 class="mt-4 text-3xl font-medium tracking-[-0.03em] mb-6" style="color:var(--ink)">Up to $30k in credits. One year on the platform.</h2><ul class="flex flex-col gap-3 mb-8"><li class="flex items-start gap-3 text-[15px]" style="color:var(--ink-2)"><span class="size-1.5 rounded-full shrink-0 mt-2" style="background:var(--accent-alt)"></span>Up to $30,000 in Guepard platform credits</li><li class="flex items-start gap-3 text-[15px]" style="color:var(--ink-2)"><span class="size-1.5 rounded-full shrink-0 mt-2" style="background:var(--accent-alt)"></span>12 months to use credits from activation</li><li class="flex items-start gap-3 text-[15px]" style="color:var(--ink-2)"><span class="size-1.5 rounded-full shrink-0 mt-2" style="background:var(--accent-alt)"></span>Full platform access for your engineering team</li><li class="flex items-start gap-3 text-[15px]" style="color:var(--ink-2)"><span class="size-1.5 rounded-full shrink-0 mt-2" style="background:var(--accent-alt)"></span>Onboarding support from the Guepard team</li><li class="flex items-start gap-3 text-[15px]" style="color:var(--ink-2)"><span class="size-1.5 rounded-full shrink-0 mt-2" style="background:var(--accent-alt)"></span>Rolling application review</li></ul><a href="mailto:contact@guepard.run?subject=Guepard%20startup%20program%20application&amp;body=Hi%20Guepard%20team%2C%0A%0AI&#x27;d%20like%20to%20apply%20for%20the%20Guepard%20for%20Startups%20program.%0A%0ACompany%20name%3A%0AWebsite%3A%0AStage%3A%0AWhat%20we&#x27;re%20building%3A%0A%0AThanks%2C" class="btn btn-primary btn-lg inline-flex gap-2 ">Apply to the program<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div><div class="" style="opacity:0;transform:translateY(48px)"><div class="rounded-xl p-8 text-center" style="background:var(--bg-2);border:1px dashed var(--rule-2)"><p class="font-mono text-[11px] uppercase tracking-[0.14em] mb-3" style="color:var(--ink-4)">Program value</p><p class="font-medium leading-none tracking-[-0.05em]" style="font-size:clamp(56px, 10vw, 88px);color:var(--accent-alt-ink)">$30k</p><p class="text-[16px] mt-2 font-medium" style="color:var(--ink)">max platform credits</p><p class="text-[14px] mt-4 leading-relaxed" style="color:var(--ink-3)">Talk to us: we confirm eligibility and credit amount before you commit engineering time.</p></div></div></div></div></section><section class="gp-section-sm" style="border-top:1px solid var(--rule)"><div class="gp-container-wide"><div class="mb-12" style="opacity:0;transform:translateY(48px)"><h2 class="text-3xl font-medium tracking-[-0.03em]" style="color:var(--ink)">Hear directly from founders</h2><p class="mt-3 text-[17px]" style="color:var(--ink-3)">How teams shipped faster with clone, snapshot, and branch on real databases.</p><a class="inline-flex items-center gap-1 mt-4 text-[14px] font-medium" style="color:var(--accent-ink)" href="/blog">Read more stories<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div><div class="grid grid-cols-1 lg:grid-cols-2 gap-6"><div class="" style="opacity:0;transform:translateY(48px)"><blockquote class="rounded-2xl p-8 h-full flex flex-col" style="background:var(--surface);border:1px solid var(--rule)"><p class="text-[17px] leading-[1.55] flex-1 mb-8" style="color:var(--ink-2)">“<!-- -->We used to spend a full day getting CI databases ready for every release. With Guepard, each PR gets its own isolated clone spun up in seconds.<!-- -->”</p><footer class="flex items-center justify-between pt-6" style="border-top:1px solid var(--rule)"><p class="font-semibold text-[15px]" style="color:var(--ink)">Ilies Grafton<span class="block text-[13px] font-normal mt-0.5" style="color:var(--ink-4)">CTO, Visum</span></p><img src="/design/logos/visum.png" alt="" style="height:28px;object-fit:contain"/></footer></blockquote></div><div class="" style="opacity:0;transform:translateY(48px)"><blockquote class="rounded-2xl p-8 h-full flex flex-col" style="background:var(--surface);border:1px solid var(--rule)"><p class="text-[17px] leading-[1.55] flex-1 mb-8" style="color:var(--ink-2)">“<!-- -->Branch-per-PR became the default the day we onboarded Guepard. Our staging queue went to zero, without adding a single ops headcount.<!-- -->”</p><footer class="flex items-center justify-between pt-6" style="border-top:1px solid var(--rule)"><p class="font-semibold text-[15px]" style="color:var(--ink)">Ryan Rusnak<span class="block text-[13px] font-normal mt-0.5" style="color:var(--ink-4)">CTO, Airspace</span></p><img src="/design/logos/airspace-light.png" alt="" style="height:24px;object-fit:contain"/></footer></blockquote></div></div></div></section><section class="gp-section-sm" style="border-top:1px solid var(--rule);background:var(--bg-2)"><div class="gp-container-wide text-center max-w-[640px] mx-auto"><div class="" style="opacity:0;transform:translateY(48px)"><h2 class="text-2xl md:text-3xl font-medium tracking-[-0.03em] mb-4" style="color:var(--ink)">Partner with Guepard for Startups</h2><p class="text-[16px] leading-relaxed mb-8" style="color:var(--ink-3)">VCs, accelerators, and startup hubs: give your portfolio direct access to platform credits and technical guidance so founders build on serious infrastructure from day one.</p><a href="mailto:contact@guepard.run?subject=Guepard%20startup%20program%3A%20partner%20inquiry" class="btn btn-ghost btn-lg inline-flex gap-2">Become a partner<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div></section><section class="gp-section" data-gp-section="true" style="padding:20px 0 0;position:relative;overflow:hidden;display:flex;align-items:center;justify-content:center"><div class="gp-container-wide" style="position:relative;z-index:5;width:100%;display:flex;flex-direction:column;align-items:center;text-align:center;padding:40px 24px"><div style="margin-bottom:40px;opacity:0;transition:opacity 400ms ease"><svg 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d="M78.11,175.18c-5.15-29.2-28.01-52.06-57.21-57.21h0c-6.59-1.16-12.81-4.94-16.95-11.38-5.28-8.2-5.28-18.57,0-26.76,4.14-6.44,10.36-10.22,16.95-11.37h0c24.31-4.29,43.34-23.32,47.62-47.63h0c1.1-6.29,4.6-12.25,10.53-16.38,8.37-5.84,19.65-5.95,28.11-.23,13.57,9.17,14.87,27.78,3.89,38.75-3.79,3.79-8.5,6.12-13.41,6.98h0c-10.47,1.85-19.95,6.43-27.71,12.99-10.24,8.67-6.6,25.27,6.28,29.04,26.95,7.89,56.61,4.5,81.62-10.67,10.26-6.23,24-4.47,32.27,5.3,7.87,9.29,7.84,23.17-.05,32.44-4,4.7-9.28,7.53-14.82,8.5h0c-24.31,4.29-43.34,23.32-47.62,47.62h0c-1.16,6.58-4.93,12.8-11.37,16.94-8.2,5.28-18.57,5.28-26.76,0-6.44-4.14-10.21-10.36-11.37-16.95h0ZM110.8,142.47c8.05-3.34,15.18-8.4,20.94-14.73,6.37-7,3.63-18.28-5.26-21.55-16.6-6.11-34.51-7.79-51.9-4.92-10.43,1.72-14.76,14.38-7.72,22.27,7.56,8.47,17.15,15.1,28.02,19.14,5.16,1.92,10.84,1.89,15.92-.22Z" fill="var(--logo-emblem)"></path></svg></div><div class="gp-bigcta-box" style="position:relative;width:0px;max-width:92vw;padding:56px 80px;margin:0 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style="position:absolute;left:0;right:0;top:0;height:1px;background:var(--rule-2);opacity:0;transition:opacity 300ms ease"></div><div aria-hidden="true" style="position:absolute;left:0;right:0;bottom:0;height:1px;background:var(--rule-2);opacity:0;transition:opacity 300ms ease"></div><div aria-hidden="true" style="position:absolute;top:0;bottom:0;left:0;width:1px;background:var(--rule-2);opacity:0;transition:opacity 300ms ease"></div><div aria-hidden="true" style="position:absolute;top:0;bottom:0;right:0;width:1px;background:var(--rule-2);opacity:0;transition:opacity 300ms ease"></div><span aria-hidden="true" style="position:absolute;visibility:hidden;white-space:nowrap;font-family:var(--font-display);font-size:clamp(28px, 3.6vw, 56px);letter-spacing:-0.025em;font-weight:500;font-style:italic">Humans &amp; Agents, shipping together.</span><div class="gp-bigcta-headline" style="display:inline-block;font-family:var(--font-display);font-size:clamp(28px, 3.6vw, 56px);line-height:1.1;letter-spacing:-0.025em;font-weight:500;font-style:italic;color:var(--accent)"></div></div><p style="margin-top:32px;max-width:560px;font-size:16px;line-height:1.6;color:var(--ink-2);opacity:0;transform:translateY(8px);transition:opacity 500ms ease, transform 500ms cubic-bezier(.2,.7,.2,1)">Deploy in your VPC in minutes. Every team, every PR, every agent gets a production-identical environment, and throws it away when they&#x27;re done.</p><div style="display:flex;gap:12px;margin-top:36px;justify-content:center;flex-wrap:wrap;opacity:0;transform:translateY(8px);transition:opacity 500ms ease, transform 500ms cubic-bezier(.2,.7,.2,1)"><a href="https://calendar.google.com/calendar/u/0/appointments/schedules/AcZssZ2cWQX7lNqe_D0P_9rohQG7UfITfLuZVn75BoU29iU1D4H87SGaZLd_bAP7KFB-Lyk1od3sDEWq" target="_blank" rel="noopener noreferrer" class="btn btn-primary btn-lg">Book a demo →</a><a href="https://github.com/Guepard-Corp/gfs" target="_blank" rel="noreferrer" class="btn btn-ghost btn-lg">Start with GFS (open source)</a></div><div style="margin-top:22px;font-size:12px;color:var(--ink-3);font-family:var(--font-mono);opacity:0;transition:opacity 500ms ease">30-min call · specific use cases · live walkthrough</div></div><style>
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      </style></section><section class="gp-section gp-pagecta-root" data-gp-section="true"><div class="gp-container-wide"><div class="gp-pagecta-scene gp-pagecta-scene--startups-split"><div class="gp-pagecta-credits-hero"><span class="gp-pagecta-credits-num">$0</span><span class="gp-pagecta-credits-tag">platform credits</span></div><div class="gp-pagecta-copy gp-pagecta-copy--left"><h2 class="display-md gp-pagecta-title">Up to <em>$30k</em> in platform credits.</h2><p class="gp-pagecta-lede">Early-stage teams get prod-identical clones without burning runway on staging infra. We confirm eligibility before you commit eng time.</p><div class="gp-pagecta-actions"><a href="/contact" class="btn btn-cta btn-lg">Apply to the program</a><a href="mailto:partners@guepard.run" class="btn btn-lg btn-ghost">Partner with us</a></div><p class="gp-pagecta-footnote">Accelerators &amp; VCs: portfolio credits available</p></div></div></div></section><section class="gp-section" style="border-top:1px solid var(--rule)"><div class="gp-container-wide"><div class="text-center mb-12" style="opacity:0;transform:translateY(48px)"><h2 class="text-3xl font-medium tracking-[-0.03em]" style="color:var(--ink)">Frequently asked questions</h2><p class="mt-3 text-[15px]" style="color:var(--ink-3)">Don&#x27;t see your answer? <a style="color:var(--accent-ink)" href="/contact">Contact us</a></p></div><div class="flex flex-col gap-2 max-w-[800px] mx-auto"><div class="rounded-xl overflow-hidden" style="background:var(--surface);border:1px solid var(--rule)"><button type="button" class="w-full flex items-center justify-between gap-4 px-6 py-5 text-left" style="cursor:pointer;background:transparent;border:none"><span class="font-medium text-[16px] tracking-[-0.02em]" style="color:var(--ink)">What are the eligibility requirements?</span><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down" aria-hidden="true" style="color:var(--ink-3);transform:rotate(180deg);transition:transform 0.2s;flex-shrink:0"><path d="m6 9 6 6 6-6"></path></svg></button><div class="px-6 pb-5 -mt-1"><p class="text-[15px] leading-relaxed" style="color:var(--ink-3)">Early-stage companies at Series A or earlier, typically under 20 employees and less than 3 years old. You need a live product or MVP, a verifiable company profile, and you must be building software (not an agency or dev shop).</p></div></div><div class="rounded-xl overflow-hidden" style="background:var(--surface);border:1px solid var(--rule)"><button type="button" class="w-full flex items-center justify-between gap-4 px-6 py-5 text-left" style="cursor:pointer;background:transparent;border:none"><span class="font-medium text-[16px] tracking-[-0.02em]" style="color:var(--ink)">How do I apply?</span><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down" aria-hidden="true" style="color:var(--ink-3);transform:none;transition:transform 0.2s;flex-shrink:0"><path d="m6 9 6 6 6-6"></path></svg></button></div><div class="rounded-xl overflow-hidden" style="background:var(--surface);border:1px solid var(--rule)"><button type="button" 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receive?</span><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down" aria-hidden="true" style="color:var(--ink-3);transform:none;transition:transform 0.2s;flex-shrink:0"><path d="m6 9 6 6 6-6"></path></svg></button></div><div class="rounded-xl overflow-hidden" style="background:var(--surface);border:1px solid var(--rule)"><button type="button" class="w-full flex items-center justify-between gap-4 px-6 py-5 text-left" style="cursor:pointer;background:transparent;border:none"><span class="font-medium text-[16px] tracking-[-0.02em]" style="color:var(--ink)">How long does review take?</span><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down" aria-hidden="true" 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Spin up 100s of branches at once: a 10TB database forks in 12 seconds. Velocity for your whole team, with zero ops overhead.\",\"bullets\":[\"Zero-copy reads, copy-on-write writes\",\"Hundreds of parallel branches per source\",\"TTL-based auto-cleanup, zero manual ops\"]},{\"eyebrow\":\"Environments\",\"title\":\"Work with clones. Not with a shared staging box.\",\"desc\":\"postgres-primary is the root on your production canvas. Click it to fan out PR, agent, and CI forks underneath. Each isolated, each with its own masking rules and branch history.\",\"bullets\":[\"Source service at the top of the clone tree\",\"PR, agent, and CI forks branch directly below\",\"Per-clone data masking and branching\"]}]},\"howItWorks\":{\"eyebrow\":\"How it works\",\"h2\":\"Git semantics. Database speed.\",\"stepsAria\":\"How it works steps\",\"steps\":[{\"title\":\"Connect your source\",\"desc\":\"Point Guepard at Postgres, MySQL, Mongo, or any of 7 engines. Read-only. Your data stays put.\"},{\"title\":\"Take a snapshot\",\"desc\":\"Copy-on-write snapshot. Incremental, encrypted, deduplicated. Terabytes in seconds.\"},{\"title\":\"Branch at will\",\"desc\":\"Every PR, every agent, every engineer gets a full clone. Ephemeral or pinned. Ready in under 6s.\"},{\"title\":\"Ship with confidence\",\"desc\":\"Run migrations, tests, load data. Merge back, or throw it away. Zero manual cleanup.\"}]},\"productCapabilities\":{\"eyebrow\":\"Platform\",\"h2\":\"Everything you need to branch at scale.\",\"cards\":[{\"title\":\"Branch Workflows\",\"description\":\"One branch per PR, per agent, per experiment. Fully isolated. Auto-cleanup when done.\"},{\"title\":\"Multi-Engine\",\"description\":\"PostgreSQL, MySQL, MongoDB, ClickHouse, MSSQL, Oracle, and DB2 from one engine.\"},{\"title\":\"PII Masking\",\"description\":\"Sensitive columns masked at clone time. Real structure, safe values, compliance built in.\"},{\"title\":\"Instant Clones\",\"description\":\"Copy-on-write clones from any source. Structured, isolated, and ready in seconds.\"},{\"title\":\"Time Travel\",\"description\":\"Checkpoint, rollback, and restore to any commit in your database history.\"},{\"title\":\"AI Integration\",\"description\":\"Built-in MCP for agents. Commit, branch, query, and rollback without shell wrappers.\"},{\"title\":\"CLI \u0026 API\",\"description\":\"REST API, CLI. Drop into GitHub Actions, Kubernetes, or any agent toolchain.\"}],\"timeTitle\":\"Point-in-time restore\",\"timeCurrent\":\"Current state\",\"timeRestoreTo\":\"Restore to\",\"timeResult\":\"Database rewinds to checkpoint v14\",\"aiThink\":\"Reviewing prod schema…\",\"aiTyped\":\"Fork branch for PR-142\"},\"integrations\":{\"eyebrow\":\"Integrations\",\"h2Line1\":\"Drops in.\",\"h2Line2\":\"Nothing to rewrite.\",\"lede\":\"GFS is a REST API, a CLI, and a Helm chart. If it can make an HTTP call, it can create a branch. No drivers, no SDK lock-in, no rearchitecting required.\",\"groups\":[\"Databases\",\"CI / CD\",\"AI Agents\",\"Infra\"]},\"productSecurity\":{\"eyebrow\":\"Security \u0026 governance\",\"h2Line1\":\"Built for audit.\",\"h2Line2\":\"Ready for approval.\",\"lede\":\"Every branch inherits policy: encryption, masking, RBAC, and residency from the source. Spin up hundreds of clones without widening your blast radius.\",\"pillarsAria\":\"Security capabilities\",\"pillars\":[{\"title\":\"Network isolation\",\"tagline\":\"VPC, Private Link, zero public egress.\"},{\"title\":\"Encryption \u0026 keys\",\"tagline\":\"BYOK, AES-256 at rest, TLS 1.3 in flight.\"},{\"title\":\"Audit \u0026 RBAC\",\"tagline\":\"Immutable logs, SIEM export, per-env roles.\"},{\"title\":\"Compliance \u0026 residency\",\"tagline\":\"Region pinning, GDPR, HIPAA, SOC 2.\"}],\"netControlPlane\":\"Guepard control plane\",\"netYourVpc\":\"Your VPC\",\"netBranchEngine\":\"Branch engine\",\"netClonePool\":\"Clone pool\",\"netNoEgress\":\"No public egress\",\"netSourceDb\":\"Source DB\",\"netBullets\":[\"Data plane in your VPC: clones and snapshots never leave your network\",\"Private Link \u0026 VPC peering for source connectivity\",\"Per-branch network policies and egress deny-by-default\"],\"encAria\":\"Encryption layer\",\"encAtRest\":\"At rest\",\"encInTransit\":\"In transit\",\"encRestItems\":[\"AES-256-GCM\",\"Customer-managed KMS (BYOK)\",\"Encrypted snapshots \u0026 WAL\"],\"encTransitItems\":[\"TLS 1.3 minimum\",\"mTLS between control plane \u0026 agents\",\"Certificate pinning in CI\"],\"encNote\":\"Keys rotate without re-snapshotting branches.\",\"auditNote\":\"Click any event to export the full stream to your SIEM.\",\"auditDetails\":[\"Fork from prod-snapshot · policy: mask-pii\",\"Read-only credential · scoped 15m\",\"Role: branch-admin · MFA verified\",\"Auto-teardown · 0 bytes retained\"],\"regionAria\":\"Data residency region\",\"regionPin\":\"Pin clones to {region}: metadata and storage stay in-region\",\"regionBullet2\":\"Data processing agreements \u0026 subprocessor list on request\",\"regionBullet3\":\"PII masking rules travel with every branch policy\"},\"productCta\":{\"titleBefore\":\"Fork prod once. Spin up \",\"titleEm\":\"hundreds\",\"titleAfter\":\".\",\"lede\":\"We'll run a live fork in your VPC: same snapshot, parallel branches for PRs, CI, and agents. You leave with a workflow your team can ship tomorrow.\",\"startGfs\":\"Start with GFS\",\"termMore\":\"… 122 more branches\",\"termReady\":\"127 branches ready · TTL policies attached\",\"termLocking\":\"locking snapshot · copy-on-write engine\"},\"pricingPage\":{\"meta\":{\"title\":\"Pricing\",\"description\":\"Start free with GFS open source. Scale to BYOC or Enterprise when your team is ready.\"},\"label\":\"Pricing\",\"h1\":\"Transparent, predictable pricing\",\"lede\":\"One licence per database engine. Unlimited clones, seats, and environments. No per-user fees. No overage charges.\",\"mostPopular\":\"Most Popular\",\"faqLabel\":\"FAQ\",\"faqH2\":\"Common questions\",\"plans\":[{\"name\":\"Open Source\",\"price\":\"Free\",\"period\":\"\",\"description\":\"Git for Databases. Run locally, version control your data. Built-in MCP server for AI agents.\",\"features\":[\"Full CLI: commit, branch, checkout, diff\",\"PostgreSQL 13–18, MySQL 8.0–8.1\",\"Built-in MCP server for AI agents\",\"Schema diffing between commits\",\"Import \u0026 export (SQL, dump, CSV)\",\"Interactive query terminal\",\"Runs locally via Docker\",\"MIT licensed, forever free\"],\"cta\":\"Star on GitHub\"},{\"name\":\"BYOC\",\"price\":\"Per engine\",\"period\":\"/licence\",\"subtitle\":\"Bring Your Own Cloud\",\"description\":\"For startups and midmarket teams. One licence per database engine. Everything else is unlimited.\",\"pricingModel\":\"1 licence = 1 database engine (e.g. PostgreSQL). Unlimited clones, seats, and environments.\",\"features\":[\"Everything in Open Source\",\"1 licence per database engine\",\"Unlimited clones \u0026 environments\",\"Unlimited seats, no per-user pricing\",\"Production clones in \u003c6 seconds\",\"Clone per PR \u0026 CI run\",\"Deployed on your cloud (AWS, GCP, Azure)\",\"REST API + CLI automation\",\"GitHub Actions, GitLab CI, Jenkins\",\"PII masking\",\"Team collaboration \u0026 self-service portal\",\"Usage analytics dashboard\",\"Email \u0026 Slack support\"],\"subcategory\":{\"label\":\"Managed DB Add-on\",\"description\":\"Connect to managed services like RDS, Cloud SQL, Supabase, or Neon. Same cloning engine.\"},\"cta\":\"Talk to sales\"},{\"name\":\"Enterprise\",\"price\":\"Custom\",\"period\":\"\",\"description\":\"For large engineering orgs. Self-hosted on your infrastructure with full compliance and dedicated support.\",\"features\":[\"Everything in BYOC\",\"Self-hosted on your infrastructure\",\"SSO / SAML (Okta, Azure AD, Google)\",\"Advanced PII masking \u0026 data governance\",\"Full audit trail \u0026 compliance export\",\"VPC peering \u0026 private connectivity\",\"Role-based access control (RBAC)\",\"Multi-region data residency\",\"Custom SLA (up to 99.99%)\",\"Dedicated account engineer\",\"Private Slack channel\",\"Immutable audit logs, exportable to your SIEM\"],\"cta\":\"Talk to sales\"}],\"faqs\":[{\"q\":\"Is GFS really free?\",\"a\":\"Yes. GFS is open source under the MIT license, free forever. Run it locally with Docker, use the full CLI, and integrate with AI agents via the built-in MCP server. No account or credit card needed.\"},{\"q\":\"What's the difference between Open Source and BYOC?\",\"a\":\"GFS open source runs locally on your machine. BYOC (Bring Your Own Cloud) deploys the Guepard engine on your cloud infrastructure, giving you instant production clones, CI/CD integration, team collaboration, and PII masking across your whole engineering team.\"},{\"q\":\"What does BYOC mean exactly?\",\"a\":\"Bring Your Own Cloud. We deploy Guepard on your AWS, GCP, or Azure account. Your data stays in your infrastructure. We manage the engine, you control the environment.\"},{\"q\":\"When should I go Enterprise over BYOC?\",\"a\":\"Enterprise is for teams that need self-hosting on their own infrastructure (not just their cloud account), SSO/SAML, advanced RBAC, audit trails, VPC peering, and a dedicated account engineer. If your security team needs to approve the deployment, you likely need Enterprise.\"},{\"q\":\"What databases are supported?\",\"a\":\"GFS supports PostgreSQL 13–18 and MySQL 8.0–8.1. The BYOC and Enterprise plans support the same databases with production cloning capabilities.\"},{\"q\":\"How do production clones work?\",\"a\":\"Guepard uses copy-on-write technology to create instant clones of your production database. A 1TB database clones in under 6 seconds and uses 0 MB of additional storage until changes are made. Only deltas are stored.\"},{\"q\":\"Can I start with Open Source and upgrade later?\",\"a\":\"Yes. Most teams start with GFS locally, then upgrade to BYOC when they need production clones and team-wide environments. The CLI commands stay the same. The upgrade is seamless.\"},{\"q\":\"How does the per-engine licence work?\",\"a\":\"One licence fee per database engine (e.g. PostgreSQL or MySQL). Unlimited clones, unlimited seats, unlimited environments. No per-user fees, no overage charges, no surprises.\"},{\"q\":\"What's included in the Managed DB add-on?\",\"a\":\"The BYOC plan connects to managed database services like AWS RDS, Google Cloud SQL, Supabase, Neon, and Azure Database for PostgreSQL. Same cloning engine, same speed, pointed at your managed instance.\"}]},\"whyDataops\":{\"meta\":{\"title\":\"Why Guepard DataOps\",\"description\":\"Everything else went ephemeral. Your database didn't. Why teams invest in Guepard for production-identical, disposable data environments.\"},\"eyebrow\":\"Why Guepard DataOps\",\"h1Before\":\"The data layer built for \",\"h1Em\":\"how you ship today\",\"lede\":\"You parallelized builds, preview apps, and agent runs, then serialized them behind one persistent staging database. Guepard brings approachable, developer-first DataOps back: prod-identical clones in seconds, gone when the work is done.\",\"exploreFeatures\":\"Explore features\",\"whyInvest\":\"Why invest\",\"whyInvestH2\":\"Self-serve speed, expert support, control you can prove.\",\"pillars\":[{\"title\":\"Built for builders, not gatekeepers\",\"body\":\"You don't want a six-month data platform project or a shared staging queue owned by ops. You want a precision tool: snapshot once, branch per PR or agent, tear down when done from CLI, API, or CI.\"},{\"title\":\"Support from people who ship data envs\",\"body\":\"When restore scripts fail at 2am, forum threads won't save your release. Guepard is built by teams who've run production DataOps, with direct access to engineers who understand branching, masking, and your engines.\"},{\"title\":\"Resilience you can audit\",\"body\":\"GFS is open source and battle-tested. Self-host in your VPC, keep data in-region, and prove isolation to security, not a black-box restore from last Tuesday's backup.\"}],\"compare\":\"Compare\",\"compareH2\":\"Traditional data environments vs. Guepard DataOps\",\"colMetric\":\"Metric\",\"colTraditional\":\"Traditional\",\"colGuepard\":\"Guepard\",\"comparison\":[{\"metric\":\"Environment model\",\"traditional\":\"Shared staging + manual restores\",\"guepard\":\"Clone per PR, agent, or CI job\"},{\"metric\":\"Time to environment\",\"traditional\":\"Hours to days (tickets, dumps)\",\"guepard\":\"Sub-second to seconds (COW snapshots)\"},{\"metric\":\"Parallelism\",\"traditional\":\"Queues and contention\",\"guepard\":\"100+ isolated branches per source\"},{\"metric\":\"Cost profile\",\"traditional\":\"Always-on copies + ops labor\",\"guepard\":\"Pay for writes; TTL auto-teardown\"},{\"metric\":\"Agent \u0026 CI safety\",\"traditional\":\"Same DB as humans (risky)\",\"guepard\":\"Full isolation; prod never touched\"},{\"metric\":\"Ownership\",\"traditional\":\"Platform team runs playbooks\",\"guepard\":\"Developers self-serve via API/CLI\"}],\"proofEyebrow\":\"Proof\",\"proofH2\":\"Built to earn trust at every scale\",\"proof\":[{\"title\":\"Open-source GFS core\",\"body\":\"Copy-on-write branching engine on GitHub: inspect the primitives, extend the stack, or run fully self-hosted.\"},{\"title\":\"Measured in seconds\",\"body\":\"Terabyte-scale forks in under 6s. Hundreds of parallel branches without duplicating storage upfront.\"},{\"title\":\"Your perimeter, your rules\",\"body\":\"VPC deploy, RBAC, masking policies that travel with every branch, built for regulated teams from day one.\"},{\"title\":\"CI-native from day one\",\"body\":\"GitHub Actions, webhooks, REST: clone on PR open, inject DATABASE_URL, tear down on merge. No bespoke provisioning scripts.\"}],\"closingBefore\":\"Simple to start. \",\"closingEm\":\"Intuitive to extend.\",\"closingLede\":\"Connect production read-only, snapshot once, branch everywhere your stack runs, then let TTL and CI tear environments down for you.\",\"seeFeatures\":\"See platform features\",\"startupProgram\":\"Startup program\"},\"ephemeralShift\":{\"eyebrow\":\"Why ephemeral\",\"h2Line1\":\"Everything else went ephemeral.\",\"h2Line2\":\"Your database didn't.\",\"lede\":\"You parallelized builds, preview apps, and agent runs, then serialized them behind one persistent staging database. 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Agents can't experiment without blocking humans.\"},{\"stat\":\"$$$$\",\"title\":\"Cost compounds quietly\",\"body\":\"Orphaned clones, oversized persistent staging, and ops tickets to provision/teardown, all because data envs weren't designed to be disposable.\"}],\"bridgeBefore\":\"Persistent staging made sense when releases were monthly. With daily deploys, agent swarms, and clone-per-PR CI, \",\"bridgeStrong\":\"data environments have to be as disposable as the code that uses them.\",\"howEyebrow\":\"How you get there\",\"howH2Line1\":\"Change the rhythm,\",\"howH2Line2\":\"not the roadmap.\",\"howLede\":\"Ephemeral data isn't a feature checklist. It's what happens when you stop treating databases like scarce furniture the whole org has to share — and start treating them like compute: spin up, use, throw away.\",\"rhythmAria\":\"Old rhythm versus new rhythm\",\"oldTag\":\"The old rhythm\",\"oldH3\":\"Negotiate access. Serialize work. 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Talk to us to apply.\",\"points\":[\"Up to $30k in platform credits\",\"12 months on the Guepard platform\",\"Built for early-stage teams\",\"Apply with a short conversation\"],\"cta\":\"Startup program\"},{\"title\":\"Enterprise\",\"description\":\"Hundreds of governed environments, spun up in seconds. RBAC, PII masking, audit logs, on-prem. 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No waiting.\",\"checklist\":[\"Clone per PR, auto-teardown on merge\",\"Time travel to any previous commit\",\"Branch workflows for parallel development\",\"Built-in MCP for AI coding agents\",\"Multi-engine support (7 databases)\",\"PII masking for developer environments\",\"Self-hosted or BYOC deployment\",\"REST API and CLI automation\"],\"useCasesH2\":\"Common software use cases\",\"useCasesLede\":\"From CI/CD pipelines to AI agent sandboxes, Guepard accelerates every step of your development workflow.\",\"useCases\":[\"PR-scoped database environments for CI/CD\",\"Safe schema migration testing before production\",\"AI agent sandboxes for autonomous coding\",\"Performance testing against production-scale data\",\"Feature branch isolation for parallel development\",\"Automated QA environments with masked data\"],\"faqItems\":[{\"question\":\"How fast can we clone a database?\",\"answer\":\"Guepard creates database clones in under 6 seconds regardless of size, using copy-on-write technology. A 2TB production database clones just as fast as a 2GB one. Only changed data is stored, so storage costs stay low.\"},{\"question\":\"Do we need to change our CI/CD pipeline?\",\"answer\":\"No. Guepard integrates with your existing CI/CD via GitHub Actions, GitLab CI, or any pipeline that can call a REST API or CLI. Add two lines to your workflow file and every PR gets its own database clone automatically.\"},{\"question\":\"How does Guepard work with AI coding agents?\",\"answer\":\"Guepard includes a built-in MCP (Model Context Protocol) server that AI coding agents like Cursor, Windsurf, and Claude Code can connect to directly. Agents get sandboxed database environments to test migrations, run queries, and validate schema changes autonomously.\"},{\"question\":\"What databases are supported?\",\"answer\":\"Guepard supports PostgreSQL, MySQL, MongoDB, SQL Server, Oracle, MariaDB, and ClickHouse. Multi-engine support means you can clone different database types across the same workflow.\"},{\"question\":\"Can we run this on our own infrastructure?\",\"answer\":\"Yes. Guepard offers self-hosted deployment via Helm chart or Docker Compose, and a BYOC (Bring Your Own Cloud) option where Guepard runs in your AWS, GCP, or Azure account. No data leaves your network.\"},{\"question\":\"Is there an open source option?\",\"answer\":\"Yes. GFS (Guepard File System) is our open-source database branching engine. It powers the core cloning technology and is available on GitHub under an open license. Guepard Cloud adds managed infrastructure, PII masking, RBAC, and team features on top.\"}]},\"industryLogistics\":{\"meta\":{\"title\":\"Database Clones for Logistics \u0026 Supply Chain\",\"description\":\"Guepard gives logistics teams instant, isolated database environments to test routing algorithms, validate supply chain models, and deploy schema changes without downtime.\"},\"crumb\":\"Industries / Logistics \u0026 Supply Chain\",\"chip\":\"24/7 Operations\",\"h1\":\"Database Clones for Logistics \u0026 Supply Chain\",\"lede\":\"Guepard gives logistics teams instant, isolated database environments to test routing algorithms, validate supply chain models, and deploy schema changes across distributed systems without downtime.\",\"trustedBy\":\"Trusted by logistics leaders\",\"problemH2\":\"When supply chain data outgrows your database.\",\"problemSub\":\"What works for a regional operation breaks at global scale.\",\"problemBody\":\"Shipment tracking slows down. Route optimization queries timeout. Schema migrations risk disrupting live operations. Engineering teams spend more time managing data infrastructure than building logistics intelligence.\",\"builtFor\":\"Guepard is built for logistics data operations from day one.\",\"breakingPoints\":[{\"title\":\"Manual staging\",\"desc\":\"delays every release cycle\"},{\"title\":\"Shared test databases\",\"desc\":\"create data conflicts across teams\"},{\"title\":\"Legacy migration tools\",\"desc\":\"can't handle multi-region complexity\"},{\"title\":\"No rollback\",\"desc\":\"means every schema change is a one-way bet\"}],\"customerStories\":[{\"company\":\"Global 3PL Provider\",\"desc\":\"Reduced database environment provisioning from 3 days to under 10 seconds. Engineering teams now test route optimization changes against production-scale shipment data without risk.\"},{\"company\":\"Last-Mile Delivery Startup\",\"desc\":\"Eliminated staging conflicts between 8 engineering squads. Each team now owns an isolated clone of the delivery tracking database, running experiments in parallel.\"},{\"company\":\"Freight Forwarding Enterprise\",\"desc\":\"Achieved zero-downtime schema migrations across 4 regional databases. PII masking ensures customs data stays compliant across all test environments.\"},{\"company\":\"Warehouse Automation Company\",\"desc\":\"Moved from monthly releases to weekly deploys by giving every PR its own database clone. QA cycles dropped from 5 days to 4 hours.\"}],\"valueH2\":\"Built for 24/7 logistics systems.\",\"valueSub\":\"Real-time tracking. Multi-region operations. Zero downtime.\",\"valueBody\":\"Guepard provides logistics teams with production-identical database clones that spin up in seconds. Test routing changes, validate migrations, and experiment with supply chain models without risking live operations.\",\"checklist\":[\"Instant clones for every deployment\",\"PII masking for shipment data\",\"Multi-region data residency\",\"Zero-downtime schema migrations\",\"Full audit trail for compliance\",\"Branch-per-feature development\",\"Automated teardown after testing\",\"Self-hosted in your infrastructure\"],\"useCasesH2\":\"Common logistics use cases\",\"useCasesLede\":\"From fleet tracking to last-mile delivery, Guepard accelerates every data workflow in your supply chain.\",\"useCases\":[\"Fleet tracking and route optimization testing\",\"Warehouse management system migrations\",\"Supply chain analytics and demand forecasting\",\"Multi-carrier integration testing\",\"Customs and compliance data validation\",\"Last-mile delivery algorithm experimentation\"],\"faqItems\":[{\"question\":\"Is Guepard good for real-time logistics data?\",\"answer\":\"Yes. Guepard clones are created from live databases in seconds using copy-on-write technology. Your clones reflect production state at the moment of creation, making them ideal for testing against real-time shipment tracking, inventory levels, and route data.\"},{\"question\":\"Can we test schema changes without affecting live tracking?\",\"answer\":\"Absolutely. Every clone is fully isolated from production. You can run destructive migrations, alter schemas, and stress-test queries without any risk to your live tracking systems. If a migration looks good, promote it. If not, discard the clone.\"},{\"question\":\"How does PII masking work for shipment data?\",\"answer\":\"Guepard automatically detects and masks sensitive fields like customer names, addresses, phone numbers, and tracking identifiers at clone time. You define masking rules once, and every clone inherits them. Developers work with realistic data shapes without ever seeing real customer information.\"},{\"question\":\"Can we run Guepard in multiple regions?\",\"answer\":\"Yes. Guepard supports multi-region deployment so you can pin database clones to specific regions for data residency compliance. EU shipment data stays in EU infrastructure. This is critical for logistics companies operating across regulatory jurisdictions.\"},{\"question\":\"Does Guepard support our existing databases?\",\"answer\":\"Guepard supports PostgreSQL, MySQL, MongoDB, SQL Server, Oracle, MariaDB, and more. If your logistics platform runs on it, Guepard can clone it.\"},{\"question\":\"Can we self-host Guepard?\",\"answer\":\"Yes. Guepard can be deployed entirely within your own infrastructure via Helm chart or Docker Compose. No data leaves your network. You control upgrades, scaling, and security policies.\"}]},\"industryFinancial\":{\"meta\":{\"title\":\"Database Clones for Financial Services\",\"description\":\"Guepard gives financial institutions isolated, compliant database environments for testing, development, and regulatory validation. PII masked by default. Full audit trail.\"},\"crumb\":\"Industries / Financial Services\",\"chip\":\"Compliance-First\",\"h1\":\"Database Clones for Financial Services\",\"lede\":\"Guepard gives financial institutions isolated, compliant database environments for testing, development, and regulatory validation. PII masked by default. Full audit trail. Self-hosted in your infrastructure.\",\"trustedBy\":\"Trusted by financial institutions\",\"problemH2\":\"When financial data outgrows your database.\",\"problemSub\":\"What works for a startup breaks under regulatory scrutiny.\",\"problemBody\":\"Compliance requirements multiply with every new market. Test environments expose real customer data. Schema changes risk transaction integrity. Audit teams can't trace who accessed what, when.\",\"builtFor\":\"Guepard is built for regulated data environments from day one.\",\"breakingPoints\":[{\"title\":\"Unmasked test data\",\"desc\":\"creates compliance liability\"},{\"title\":\"No audit trail\",\"desc\":\"fails regulatory review\"},{\"title\":\"Manual environment setup\",\"desc\":\"delays every release\"},{\"title\":\"Shared staging\",\"desc\":\"introduces cross-team data contamination\"}],\"customerStories\":[{\"company\":\"Digital Banking Platform\",\"desc\":\"Locked down development environments with Guepard's automatic PII masking and full audit trail. Regulators got the traceability they needed without slowing engineering.\"},{\"company\":\"Payment Processing Company\",\"desc\":\"Eliminated production data exposure in test environments. Every developer gets a masked clone with realistic transaction patterns but zero real customer data.\"},{\"company\":\"Insurance Tech Startup\",\"desc\":\"Reduced migration-related incidents from monthly to zero by validating every schema change against a production-identical clone before deploying to live systems.\"},{\"company\":\"Wealth Management Firm\",\"desc\":\"Deployed Guepard self-hosted in their private data center. Multi-jurisdiction data residency ensures EU client data never leaves EU infrastructure during development.\"}],\"valueH2\":\"Built for regulated industries.\",\"valueSub\":\"Compliance-first. Auditable. Self-hosted.\",\"valueBody\":\"Guepard provides financial institutions with production-identical database clones that are compliant by default. PII is masked automatically. Every operation is logged. Self-hosted deployment keeps data in your infrastructure.\",\"checklist\":[\"PII masking on every clone automatically\",\"Full audit trail for every operation\",\"Self-hosted deployment in your VPC\",\"GDPR and CCPA data residency\",\"Role-based access control (RBAC)\",\"Encrypted at rest and in transit\",\"Zero production data exposure to developers\"],\"useCasesH2\":\"Common financial services use cases\",\"useCasesLede\":\"From regulatory validation to risk analytics, Guepard accelerates every data workflow in financial services.\",\"useCases\":[\"Regulatory reporting system validation\",\"Transaction processing migration testing\",\"Anti-fraud model development and testing\",\"Multi-jurisdiction compliance environments\",\"Core banking system schema evolution\",\"Risk analytics and stress testing\"],\"faqItems\":[{\"question\":\"Is Guepard compliant with financial regulations?\",\"answer\":\"Guepard is designed for regulated environments. We support GDPR and CCPA requirements out of the box, with PII masking, role-based access, and immutable audit logs. Self-hosted deployment means you maintain full control over data sovereignty. Every operation is logged for regulatory review.\"},{\"question\":\"How does PII masking work for financial data?\",\"answer\":\"Guepard automatically detects and masks sensitive fields including account numbers, SSNs, transaction amounts, customer names, and addresses at clone time. Masking rules are defined once and applied consistently to every clone. Developers see realistic data patterns without ever accessing real customer information.\"},{\"question\":\"Can we self-host in our own data center?\",\"answer\":\"Yes. Guepard deploys entirely within your infrastructure via Helm chart or Docker Compose. It runs in your VPC, your data center, or air-gapped environments. No data leaves your network. You control upgrades, scaling, encryption keys, and retention policies.\"},{\"question\":\"Is there a full audit trail?\",\"answer\":\"Every clone creation, query execution, schema migration, data access, and teardown is logged with who performed the action, when it happened, and what was affected. Audit logs are immutable and exportable for compliance reviews and regulatory inquiries.\"},{\"question\":\"How do we handle multi-jurisdiction data residency?\",\"answer\":\"Guepard supports multi-region deployment so you can pin database clones to specific geographic regions. EU customer data stays in EU infrastructure. US data stays in US regions. This is enforced at the platform level, not just policy.\"},{\"question\":\"Can we integrate with our existing compliance tools?\",\"answer\":\"Yes. Guepard exposes a REST API and webhook system that integrates with your existing compliance, SIEM, and audit platforms. Export audit logs to Splunk, Datadog, or your internal compliance dashboard. RBAC integrates with your identity provider via SSO/SAML.\"}]},\"pageCta\":{\"solutions\":{\"tB\":\"Not sure which path fits? \",\"tE\":\"We'll map it in one call.\",\"tA\":\"\",\"lede\":\"DevOps, QA, AI agents, or enterprise rollout: tell us your stack and we'll show the workflow that matches.\",\"primary\":\"Book a demo\",\"secondary\":\"See the product\",\"footnote\":\"30 min · your use case · live walkthrough\"},\"solutions-qa\":{\"tB\":\"Every test run deserves \",\"tE\":\"real prod data.\",\"tA\":\"\",\"lede\":\"Spin up an isolated clone per CI job: masked, parallel, torn down on pass. No shared staging, no brittle mocks.\",\"primary\":\"Book a demo\",\"secondary\":\"QA solution\",\"footnote\":\"See masking + parallel forks in your pipeline\"},\"solutions-ai-agents\":{\"tB\":\"Agents need a database they can \",\"tE\":\"branch and roll back.\",\"tA\":\"\",\"lede\":\"Give every agent run its own fork from prod: MCP-native branch, commit, and teardown without touching shared staging.\",\"primary\":\"Book a demo\",\"secondary\":\"MCP integration\",\"footnote\":\"Live agent workflow in your VPC\"},\"solutions-enterprise\":{\"tB\":\"Roll out clones \",\"tE\":\"without rolling out risk.\",\"tA\":\"\",\"lede\":\"VPC deployment, audit logs, region pinning, and RBAC. We'll build a phased rollout plan with your platform team.\",\"primary\":\"Talk to sales\",\"secondary\":\"Compare plans\",\"footnote\":\"Security review pack available on request\"},\"solutions-devops\":{\"tB\":\"Staging that keeps up with \",\"tE\":\"your deploy cadence.\",\"tA\":\"\",\"lede\":\"Fork prod from GitHub Actions, Helm, or the API: hundreds of envs per pipeline, zero copy overhead, TTL cleanup built in.\",\"primary\":\"Book a demo\",\"secondary\":\"GFS on GitHub\",\"footnote\":\"CLI + API walkthrough included\"},\"pricing\":{\"tB\":\"Pick a plan or \",\"tE\":\"shape one with us.\",\"tA\":\"\",\"lede\":\"From team pilots to org-wide rollout. We'll match seats, regions, and support to how you actually branch today.\",\"primary\":\"Talk to sales\",\"secondary\":\"Start with GFS\",\"footnote\":\"No pressure · clear TCO · VPC-ready\"},\"about\":{\"tB\":\"We're hiring builders.\",\"tE\":\"\",\"tA\":\"\",\"lede\":\"Hard problems in copy-on-write storage, developer experience, and agent-native infra. Remote-friendly, engineering-first.\",\"primary\":\"See open roles\",\"secondary\":\"Book a demo\",\"footnote\":\"jobs@guepard.run\"},\"mcp\":{\"tB\":\"Install GFS in \",\"tE\":\"30 seconds.\",\"tA\":\"\",\"lede\":\"Open source branching for Postgres and MySQL. 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Ship features on prod-identical clones spun up in seconds, gone when the PR merges.\",\"primary\":\"Book a demo\",\"secondary\":\"GFS open source\",\"footnote\":\"Software teams · PR \u0026 CI forks · zero staging queue\"},\"industry-financial\":{\"tB\":\"Compliant clones, not copies of prod in the wild.\",\"tE\":\"\",\"tA\":\"\",\"lede\":\"Mask PII at the fork, pin regions, export audit trails. Build and test against realistic data without exposure risk.\",\"primary\":\"Book a demo\",\"secondary\":\"GFS open source\",\"footnote\":\"GDPR · HIPAA-ready workflows · VPC-only\"},\"industry-logistics\":{\"tB\":\"Model real supply-chain data safely.\",\"tE\":\"\",\"tA\":\"\",\"lede\":\"Fork operational databases for sims, seasonality tests, and partner integrations. Isolated clones, scheduled teardown, no prod drift.\",\"primary\":\"Book a demo\",\"secondary\":\"GFS open source\",\"footnote\":\"High-volume schemas · parallel what-if branches\"},\"blog\":{\"tB\":\"Build faster with the Dev Hub.\",\"tE\":\"\",\"tA\":\"\",\"lede\":\"Docs, open source, and guides for branching prod. Need hands-on help? Book a walkthrough with the team.\",\"primary\":\"Book a demo\",\"secondary\":\"Documentation\",\"footnote\":\"GFS · API · MCP references\"}},\"heroTravis\":{\"home\":{\"title\":\"How teams ship with production-identical databases\",\"lede\":\"Join teams who snapshot once, branch hundreds of isolated clones in seconds, and tear down when done. 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Every pipeline automated.\",\"bottomSecondaryCta\":\"Talk to sales\"}},\"contactPage\":{\"meta\":{\"title\":\"Contact\",\"description\":\"Get in touch with the Guepard team. Book a demo, ask about enterprise plans, or join our community.\"},\"eyebrow\":\"Contact\",\"h1\":\"Get in touch\",\"lede\":\"Book a demo, ask about enterprise plans, or join our community.\",\"formH2\":\"Send a message\",\"formSub\":\"We reply within 24 hours.\",\"demoH3\":\"Book a live demo\",\"demoBody\":\"See Guepard in action. We will walk you through your specific use case and answer every question.\",\"scheduleDemo\":\"Schedule demo\",\"channels\":[\"Email us\",\"Join Discord\",\"GitHub\",\"LinkedIn\"],\"location\":\"San Francisco, CA · Paris, France\"},\"contactForm\":{\"name\":\"Full name\",\"email\":\"Work email\",\"company\":\"Company\",\"message\":\"Message\",\"namePh\":\"Jane Smith\",\"emailPh\":\"jane@company.com\",\"companyPh\":\"Acme Inc.\",\"messagePh\":\"Tell us how we can help...\",\"send\":\"Send message\",\"sending\":\"Sending…\",\"sentTitle\":\"Message sent\",\"sentBody\":\"Thanks for reaching out — we reply within 24 hours, usually much faster.\",\"privacyNote\":\"We only use your details to reply. No newsletters, no sharing.\",\"errFields\":\"Please fill in every field with valid details.\",\"errGeneric\":\"Something went wrong. Please try again or email contact@guepard.run.\"},\"blogPage\":{\"meta\":{\"title\":\"Blog\",\"description\":\"Engineering insights, product updates, and developer resources for Guepard.\"},\"eyebrow\":\"Blog\",\"h1\":\"Resources for developers\",\"lede\":\"Documentation, engineering blog, integrations, and everything you need to build with Guepard.\",\"resources\":[{\"label\":\"Documentation\",\"desc\":\"Guides, API reference, and tutorials\"},{\"label\":\"GitHub\",\"desc\":\"GFS open source repository\"},{\"label\":\"Discord\",\"desc\":\"Community support and discussion\"}],\"blogLabel\":\"Blog\",\"blogH2\":\"Engineering insights\",\"minRead\":\"min read\",\"newsletterH2\":\"Stay in the loop\",\"newsletterSub\":\"Weekly insights on database engineering and DevOps.\",\"emailPh\":\"you@company.com\",\"subscribe\":\"Subscribe\",\"backToAll\":\"All posts\"},\"aboutPage\":{\"meta\":{\"title\":\"About Guepard | Building the Future of Database Engineering\",\"description\":\"Founded in 2025 in San Francisco. Guepard makes databases as fast and safe as code, solving database collaboration for teams and AI agents.\"},\"label\":\"About Guepard\",\"h1Before\":\"We're building the future of \",\"h1Accent\":\"database engineering\",\"lede\":\"Guepard was founded in 2025 in San Francisco with one mission: make working with databases as fast and safe as working with code. We raised $2.1M to make it happen.\",\"bookDemo\":\"Book a demo\",\"getInTouch\":\"Get in touch\",\"missionBefore\":\"Solving \",\"missionAccent\":\"database collaboration\",\"missionAfter\":\" for teams and agents\",\"beliefsLabel\":\"Our beliefs\",\"beliefsH2\":\"We're guided by a few beliefs\",\"beliefs\":[{\"title\":\"Innovation First\",\"body\":\"We build what's next, not what's normal. Guepard exists because database workflows don't have to be slow.\"},{\"title\":\"Speed is the New Standard\",\"body\":\"Execution beats perfection. Momentum beats delay. 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If you'd like your fund or program to partner with us, ask them to reach out: we offer portfolio-wide benefits.\"}]},\"qweryPage\":{\"meta\":{\"title\":\"Qwery — Natural Language Business Analytics\",\"description\":\"Your personal Business Analyst. Ask questions in natural language and get instant data insights.\"},\"bubble\":\"Fill in short use cases in this box\",\"h1\":\"Complicated queries made simple\",\"bookDemo\":\"Book a demo\",\"meetH2\":\"Meet Qwery!\",\"meetSub\":\"Your personal Business Analyst\",\"meetP1\":\"Bring all your data into one smart, connected system instead of jumping between tools and spreadsheets.\",\"meetP2\":\"Then just ask questions the way you normally would. 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No new syntax to learn, works naturally for both humans and AI.\"}]},\"gfsFaq\":{\"h2Before\":\"Frequently Asked \",\"h2Em\":\"Questions\",\"items\":[{\"q\":\"What is GFS?\",\"a\":\"GFS (Git For database Systems) brings Git-like version control to your databases. Branch, commit, checkout, and roll back database state with the same muscle memory as git — across PostgreSQL, MySQL, and more.\"},{\"q\":\"How is GFS different from regular database backups?\",\"a\":\"Backups give you point-in-time restore, usually to a separate instance, on the order of minutes to hours. GFS gives you instant branches and rollbacks of the live database in seconds, with full history you can navigate like a commit log.\"},{\"q\":\"Which databases are supported?\",\"a\":\"PostgreSQL and MySQL today, with more providers landing regularly. 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We do not use your database content or production data for any purpose other than providing the Guepard service.\"]},{\"title\":\"3. Data Storage \u0026 Security\",\"content\":[\"Your database environments are hosted on infrastructure provided by leading cloud providers (AWS, GCP). All data is encrypted at rest (AES-256) and in transit (TLS 1.2+).\",\"We implement industry-standard security measures including role-based access controls, audit logging, network isolation, and regular vulnerability assessments.\",\"We are committed to meeting the highest standards of data security and operational integrity, with continuous third-party security reviews of our infrastructure and processes.\"]},{\"title\":\"4. Data Retention\",\"content\":[\"We retain your account data for as long as your account is active. Database environments, branches, and snapshots are retained according to your plan's retention policy.\",\"When you delete your account, we remove your personal data within 30 days except where retention is required by law. Aggregated, anonymized data that cannot identify you may be retained indefinitely for analytics.\"]},{\"title\":\"5. Your Rights\",\"content\":[\"Depending on your jurisdiction, you may have the following rights:\",\"• **Access.** Request a copy of the personal data we hold about you\",\"• **Correction.** Request correction of inaccurate personal data\",\"• **Deletion.** Request deletion of your personal data\",\"• **Portability.** Receive your data in a structured, machine-readable format\",\"• **Objection.** Object to processing of your personal data for certain purposes\",\"• **Restriction.** Request restriction of processing in certain circumstances\",\"To exercise any of these rights, contact us at privacy@guepard.run. We will respond within 30 days.\"]},{\"title\":\"6. GDPR Compliance\",\"content\":[\"For users in the European Economic Area (EEA), we process personal data under the following legal bases: contract performance (to provide the service), legitimate interest (to improve and secure the platform), and consent (where explicitly given).\",\"We provide data processing agreements (DPAs) to enterprise customers upon request. You may lodge a complaint with your local data protection authority if you believe your rights have been violated.\"]},{\"title\":\"7. CCPA Compliance\",\"content\":[\"For California residents: we do not sell personal information. You have the right to know what personal information we collect, request its deletion, and opt out of any future sale. We will not discriminate against you for exercising your CCPA rights.\"]},{\"title\":\"8. Cookies \u0026 Tracking\",\"content\":[\"We use essential cookies to maintain your session and preferences. 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