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heroTitle_qg2I">Consistent, on-brand content — in one language or twenty — with the AI you already have.</h1><p class="heroSubtitle_jFu1">kapi parses any format into one content model, lets you — or your AI agent — edit the text inside it, and<!-- --> <strong>writes it back byte‑for‑byte: every tag, placeholder, and structure preserved</strong>.</p><div class="buttons_AeoN"><a class="button button--lg button--primary" href="/kapi/get-started/first-project">Get started</a><a class="button button--secondary button--lg tryButton_B7Kd" href="/kapi/get-started/use-with-claude"><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-sparkles" aria-hidden="true"><path d="M11.017 2.814a1 1 0 0 1 1.966 0l1.051 5.558a2 2 0 0 0 1.594 1.594l5.558 1.051a1 1 0 0 1 0 1.966l-5.558 1.051a2 2 0 0 0-1.594 1.594l-1.051 5.558a1 1 0 0 1-1.966 0l-1.051-5.558a2 2 0 0 0-1.594-1.594l-5.558-1.051a1 1 0 0 1 0-1.966l5.558-1.051a2 2 0 0 0 1.594-1.594z"></path><path d="M20 2v4"></path><path d="M22 4h-4"></path><circle cx="4" cy="20" r="2"></circle></svg>Use with Claude</a></div></div><div class="heroAside_AFFD"><button type="button" class="card_TDnb" aria-label="Open the interactive Kapi showcase"><div class="stage_HE5m" aria-hidden="true"><div class="stackCol_xNcP"><div class="stack_cj4x" aria-hidden="true"><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Shape</span></div><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Write</span></div><div class="verbRow_fIm4" data-state="passed"><span class="verb_FN54" data-state="passed">Check</span></div><div class="verbRow_fIm4" data-state="ship"><span class="verb_FN54" data-state="ship">Ship<span class="verbCheck_c1sD" style="opacity:0;transform:scale(0)"><svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></span><span class="climaxLabel_lK_6" style="opacity:0;transform:translateY(4px)">on brand</span></div></div></div><div class="assetCol_GXf8"><div class="asset_AC_W" aria-hidden="true"><div class="assetHead_Nptx"><span class="assetTitle_qBCb">Acme — Brand guide</span><span class="assetType_yaZR" style="opacity:0;transform:translateY(-4px)">brand guide</span></div><div class="langTabs_ayuB" style="opacity:0;height:0px"><span class="langTab_KSHJ" data-active="true">de</span><span class="langTab_KSHJ" data-active="false">ja</span><span class="langTab_KSHJ" data-active="false">fr</span></div><div class="rows_sGW7"><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Voice</span><span class="rowVal_ryPk" data-localized="true" style="opacity:0;transform:translateY(6px)">selbstbewusst, klar</span><span class="rowCheck_WuKi" style="opacity:0;transform:scale(0)"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Terms</span><span class="rowVal_ryPk" data-localized="false" style="opacity:0;transform:translateY(6px)">Acme (never ACME)</span><span class="rowCheck_WuKi" style="opacity:0;transform:scale(0)"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div><div class="row_u1WU" style="opacity:0;transform:translateX(-10px)"><span class="rowKey_t50G">Tone</span><span class="rowVal_ryPk" data-localized="false" style="opacity:0;transform:translateY(6px)">concise</span><span class="rowCheck_WuKi" style="opacity:0;transform:scale(0)"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg></span></div></div><div class="body_uFcK"><span class="bodyLine_qxjc" style="opacity:0;transform:translateY(6px)">Acme keeps promises simple.</span><span class="bodyLine_qxjc" style="opacity:0;transform:translateY(6px)">Say what it does, plainly.</span></div><div class="chipRow_Cusg"><span class="brandChip_PGpj" style="opacity:0;transform:scale(0.8)"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg> lint · terms · review</span></div><div class="seal_laWa" style="opacity:0;transform:scale(0.5) rotate(-12deg)"><svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-check" aria-hidden="true"><path d="M20 6 9 17l-5-5"></path></svg><span>every language</span></div></div></div></div><div class="ctaRow_TIGD"><span class="cta_fsk3">Try Kapi in your browser <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></span></div></button></div></div><div class="container"><div class="heroNote_T0ym"><span class="heroNoteText_GHBT">neokapi is a re-imagination of the<!-- --> <a href="https://okapiframework.org/" target="_blank" rel="noreferrer">Okapi Framework</a> <!-- -->in Go, built for humans and agents.</span><button type="button" class="noteLink_uJVc">Author notes <span aria-hidden="true">→</span></button></div></div></header><main><section class="features_cAfv"><div class="container"><div class="text--center margin-bottom--lg"><h2>From one file to every language</h2><p class="sectionSubtitle_AZuW">Parse it, get it right, then make it work everywhere — the same engine, end to end.</p></div><div class="row margin-bottom--xl"><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>One model, any format</h3><p>kapi reads your real files — JSON, Markdown, HTML, config, .docx — into one unified content model, and writes the originals back unchanged except for the text you touched.</p><a href="/framework/formats">Formats<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Edit it — you or your AI</h3><p>Rewrite the text in place with every tag and placeholder intact, and check it — brand, terminology, placeholders — like tests for AI output, with a pass/fail gate. Loop with your assistant until it passes, then ship.</p><a href="/framework/checks">Checks<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Every language — and you can trust it</h3><p>One command — kapi up — catches every language up to its ship gates and parks what needs a person. You review, edit, and approve in the desktop Review surface; approvals stick, and only what changed is re-done. The gate check runs in CI.</p><a href="/kapi/get-started/add-languages">Go multilingual<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Measured, not asserted</h3><p>We don&#x27;t claim format support — we measure it. The format-maturity and benchmark dashboards show whether it holds, under load and per format.</p><a href="/format-maturity">See the dashboards<!-- --> →</a></div></div><div class="col col--4"><div class="text--center padding-horiz--md padding-vert--md"><h3>Open source, headless</h3><p>Open source, Apache-2.0, written in Go. Format-agnostic, agent-drivable, headless: a content layer you or your AI can drive.</p><a href="/framework/architecture">Architecture<!-- --> →</a></div></div></div><div class="text--center margin-bottom--lg"><h2>Use it your way</h2><p class="sectionSubtitle_AZuW">neokapi is a Go framework. Use it directly as a library, or through<!-- --> <strong>kapi</strong> — the CLI and desktop app built on it.</p></div><div class="row margin-bottom--lg"><div class="col col--6"><div class="text--center padding-horiz--md padding-vert--md"><span class="tierEyebrow_xJ05">The engine</span><h3>Go framework</h3><p>Format-aware readers and writers, a unified content model, and a streaming pipeline of composable tools — embed it directly in your own Go programs.</p><a href="/framework/go-quickstart">Go quickstart<!-- --> →</a></div></div><div class="col col--6"><div class="text--center padding-horiz--md padding-vert--md"><span class="tierEyebrow_xJ05">Built on it</span><h3>kapi — CLI &amp; desktop</h3><p>Drive the engine from the command line or a visual desktop app: extract, translate, run checks, and manage .kapi projects — no code required.</p><a href="/kapi/overview">Use kapi<!-- --> →</a></div></div></div><div class="row margin-bottom--xl"><div class="col col--10 col--offset-1"><div class="familyRow_Xt6s"><a class="reactCallout_aQrm" href="/react/introduction"><span class="reactCalloutBadge_Oc5I">In the family</span><span class="reactCalloutText_jCde"><strong>neokapi-i18n</strong> — a zero-config i18n library for React. Its own framework, powered by neokapi under the hood for build-time string extraction and catalog compilation.</span><span class="reactCalloutArrow_kRlW" aria-hidden="true">→</span></a><a class="reactCallout_aQrm toolboxCallout_t6Rj" href="/toolbox/overview"><span class="reactCalloutBadge_Oc5I">In the family</span><span class="reactCalloutText_jCde"><strong>CLI Tools</strong> — <code>kgrep</code>, <code>ksed</code>,<!-- --> <code>kcat</code>: format-aware grep, sed and cat that read and rewrite the text inside office files, JSON, HTML and more.</span><span class="reactCalloutArrow_kRlW" aria-hidden="true">→</span></a></div></div></div></div></section></main></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title">Documentation</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/kapi/get-started/quickstart">Get started</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/overview">Kapi</a></li><li class="footer__item"><a class="footer__link-item" href="/framework/architecture">Framework</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/cli">Kapi CLI</a></li><li class="footer__item"><a class="footer__link-item" href="/toolbox/overview">CLI tools</a></li><li class="footer__item"><a class="footer__link-item" href="/react/introduction">Kapi React</a></li><li class="footer__item"><a class="footer__link-item" href="/reference">Reference</a></li><li class="footer__item"><a class="footer__link-item" href="/formats">Format Reference</a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/neokapi/neokapi" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_oqBP"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a href="https://github.com/neokapi/homebrew-tap" target="_blank" rel="noopener noreferrer" class="footer__link-item">Homebrew Tap<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_oqBP"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2026 neokapi contributors. 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