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class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_nd_">Platform<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_nd_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5knd_">AI CODE CREATION</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5knd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/copilot" data-analytics-event="{&quot;action&quot;:&quot;github_copilot&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_copilot_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy 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Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Write better code with AI</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/ai/github-app" data-analytics-event="{&quot;action&quot;:&quot;github_copilot_app&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_copilot_app_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-mark-github NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.766 11.328c-2.063-.25-3.516-1.734-3.516-3.656 0-.781.281-1.625.75-2.188-.203-.515-.172-1.609.063-2.062.625-.078 1.468.25 1.968.703.594-.187 1.219-.281 1.985-.281.765 0 1.39.094 1.953.265.484-.437 1.344-.765 1.969-.687.218.422.25 1.515.046 2.047.5.593.766 1.39.766 2.203 0 1.922-1.453 3.375-3.547 3.64.531.344.89 1.094.89 1.954v1.625c0 .468.391.734.86.547C13.781 14.359 16 11.53 16 8.03 16 3.61 12.406 0 7.984 0 3.563 0 0 3.61 0 8.031a7.88 7.88 0 0 0 5.172 7.422c.422.156.828-.125.828-.547v-1.25c-.219.094-.5.156-.75.156-1.031 0-1.64-.562-2.078-1.609-.172-.422-.36-.672-.719-.719-.187-.015-.25-.093-.25-.187 0-.188.313-.328.625-.328.453 0 .844.281 1.25.86.313.452.64.655 1.031.655s.641-.14 1-.5c.266-.265.47-.5.657-.656"></path></svg>GitHub Copilot app</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Direct agents from issue to merge</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/mcp" data-analytics-event="{&quot;action&quot;:&quot;mcp_registry&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;mcp_registry_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-mcp NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5.52 1.12a3.578 3.578 0 0 1 6.078 2.98 3.578 3.578 0 0 1 2.982 6.08l-3.292 3.293a.252.252 0 0 0 0 .354l.843.843a.749.749 0 1 1-1.06 1.06l-.844-.843a1.75 1.75 0 0 1 0-2.474L13.52 9.12a2.08 2.08 0 0 0 0-2.94 2.08 2.08 0 0 0-2.94 0L7.731 9.03A.75.75 0 0 1 6.67 7.97l2.85-2.85a2.08 2.08 0 0 0 0-2.94 2.08 2.08 0 0 0-2.94 0l-4.799 4.8A.75.75 0 0 1 .72 5.92Z"></path><path d="M7.52 3.12a.749.749 0 1 1 1.06 1.06L5.731 7.03A2.079 2.079 0 0 0 8.67 9.97l2.85-2.85a.749.749 0 1 1 1.06 1.06l-2.849 2.85A3.578 3.578 0 0 1 4.67 5.97Z"></path></svg>MCP Registry</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Integrate external tools</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9knd_">DEVELOPER WORKFLOWS</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9knd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/actions" data-analytics-event="{&quot;action&quot;:&quot;actions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;actions_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-workflow NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75C0 .784.784 0 1.75 0h3.5C6.216 0 7 .784 7 1.75v3.5A1.75 1.75 0 0 1 5.25 7H4v4a1 1 0 0 0 1 1h4v-1.25C9 9.784 9.784 9 10.75 9h3.5c.966 0 1.75.784 1.75 1.75v3.5A1.75 1.75 0 0 1 14.25 16h-3.5A1.75 1.75 0 0 1 9 14.25v-.75H5A2.5 2.5 0 0 1 2.5 11V7h-.75A1.75 1.75 0 0 1 0 5.25Zm1.75-.25a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Zm9 9a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Z"></path></svg>Actions</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Automate any workflow</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/codespaces" data-analytics-event="{&quot;action&quot;:&quot;codespaces&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;codespaces_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-codespaces NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path></svg>Codespaces</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Instant dev environments</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/issues" data-analytics-event="{&quot;action&quot;:&quot;issues&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;issues_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-issue-opened NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path></svg>Issues</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Plan and track work</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-review" data-analytics-event="{&quot;action&quot;:&quot;code_review&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_review_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg>Code Review</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Manage code changes</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-quality" data-analytics-event="{&quot;action&quot;:&quot;code_quality&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_quality_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-codescan-checkmark NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.28 6.28a.75.75 0 1 0-1.06-1.06L6.25 8.19l-.97-.97a.75.75 0 0 0-1.06 1.06l1.5 1.5a.75.75 0 0 0 1.06 0l3.5-3.5Z"></path><path d="M7.5 15a7.5 7.5 0 1 1 5.807-2.754l2.473 2.474a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2.474-2.473A7.472 7.472 0 0 1 7.5 15Zm0-13.5a6 6 0 1 0 4.094 10.386.748.748 0 0 1 .293-.292 6.002 6.002 0 0 0 1.117-6.486A6.002 6.002 0 0 0 7.5 1.5Z"></path></svg>Code Quality</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enforce quality at merge</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dknd_">APPLICATION SECURITY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security" 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octicon-shield-check NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m8.533.133 5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ 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Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code-square NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25Zm7.47 3.97a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.749.749 0 0 1-1.275-.326.749.749 0 0 1 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NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M4 4a4 4 0 0 1 8 0v2h.25c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 12.25 15h-8.5A1.75 1.75 0 0 1 2 13.25v-5.5C2 6.784 2.784 6 3.75 6H4Zm8.25 3.5h-8.5a.25.25 0 0 0-.25.25v5.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25ZM10.5 6V4a2.5 2.5 0 1 0-5 0v2Z"></path></svg>Secret protection</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Stop leaks before they start</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ NavGroup-module__hasSeparator__FnMrN"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_hknd_">EXPLORE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_hknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/why-github" data-analytics-event="{&quot;action&quot;:&quot;why_github&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;why_github_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS 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height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--is-external___xsncV" href="https://github.blog" data-analytics-event="{&quot;action&quot;:&quot;blog&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;blog_link_platform_navbar&quot;}" target="_blank" rel="noreferrer"><span 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Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all features</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_17d_">Solutions<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_17d_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5l7d_">BY COMPANY SIZE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5l7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/enterprise" data-analytics-event="{&quot;action&quot;:&quot;enterprises&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Enterprises</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/team" data-analytics-event="{&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Small and medium teams</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/enterprise/startups" data-analytics-event="{&quot;action&quot;:&quot;startups&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Startups</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/nonprofits" data-analytics-event="{&quot;action&quot;:&quot;nonprofits&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Nonprofits</span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9l7d_">BY USE CASE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_9l7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/app-modernization" data-analytics-event="{&quot;action&quot;:&quot;app_modernization&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;app_modernization_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">App Modernization</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/devsecops" data-analytics-event="{&quot;action&quot;:&quot;devsecops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">DevSecOps</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">DevOps</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/use-case/ci-cd" data-analytics-event="{&quot;action&quot;:&quot;ci/cd&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ci/cd_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">CI/CD</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions/use-case" data-analytics-event="{&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all use cases</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dl7d_">BY INDUSTRY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dl7d_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/healthcare" data-analytics-event="{&quot;action&quot;:&quot;healthcare&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Healthcare</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/financial-services" data-analytics-event="{&quot;action&quot;:&quot;financial_services&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Financial services</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/manufacturing" data-analytics-event="{&quot;action&quot;:&quot;manufacturing&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Manufacturing</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/solutions/industry/government" data-analytics-event="{&quot;action&quot;:&quot;government&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">Government</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions/industry" data-analytics-event="{&quot;action&quot;:&quot;view_all_industries&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all industries</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 Primer_Brand__Link-module__Link--arrow-end___esdN8" href="https://github.com/solutions" data-analytics-event="{&quot;action&quot;:&quot;view_all_solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_solutions_link_solutions_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">View all solutions</span><svg class="Primer_Brand__ExpandableArrow-module__ExpandableArrow___aaZs9 Primer_Brand__Link-module__Link-arrow___yd78i" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" focusable="false"><path fill="currentColor" d="M7.28033 3.21967C6.98744 2.92678 6.51256 2.92678 6.21967 3.21967C5.92678 3.51256 5.92678 3.98744 6.21967 4.28033L7.28033 3.21967ZM11 8L11.5303 8.53033C11.8232 8.23744 11.8232 7.76256 11.5303 7.46967L11 8ZM6.21967 11.7197C5.92678 12.0126 5.92678 12.4874 6.21967 12.7803C6.51256 13.0732 6.98744 13.0732 7.28033 12.7803L6.21967 11.7197ZM6.21967 4.28033L10.4697 8.53033L11.5303 7.46967L7.28033 3.21967L6.21967 4.28033ZM10.4697 7.46967L6.21967 11.7197L7.28033 12.7803L11.5303 8.53033L10.4697 7.46967Z"></path><path class="Primer_Brand__ExpandableArrow-module__ExpandableArrow-stem___0K8Hz" stroke="currentColor" d="M1.75 8H11" stroke-width="1.5" stroke-linecap="round"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_1nd_">Resources<svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-triangle-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m6.427 4.427 3.396 3.396a.25.25 0 0 1 0 .354l-3.396 3.396A.25.25 0 0 1 6 11.396V4.604a.25.25 0 0 1 .427-.177Z"></path></svg></button><div id="_R_1nd_" class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_5lnd_">EXPLORE BY TOPIC</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_5lnd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=ai" data-analytics-event="{&quot;action&quot;:&quot;ai&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty">AI</span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/resources/articles?topic=software-development" data-analytics-event="{&quot;action&quot;:&quot;software_development&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}"><span 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0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade security features</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/copilot/copilot-business" 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octicon-copilot NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M7.998 15.035c-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.201-.508-.254-1.084-.254-1.656 0-.87.128-1.769.693-2.484.579-.733 1.494-1.124 2.724-1.261 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095v1.872c0 .766-3.351 3.795-8.002 3.795Zm0-1.485c2.28 0 4.584-1.11 5.002-1.433V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-1.146 0-2.059-.327-2.71-.991A3.222 3.222 0 0 1 8 6.303a3.24 3.24 0 0 1-.544.743c-.65.664-1.563.991-2.71.991-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433ZM6.762 2.83c-.193-.206-.637-.413-1.682-.297-1.019.113-1.479.404-1.713.7-.247.312-.369.789-.369 1.554 0 .793.129 1.171.308 1.371.162.181.519.379 1.442.379.853 0 1.339-.235 1.638-.54.315-.322.527-.827.617-1.553.117-.935-.037-1.395-.241-1.614Zm4.155-.297c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Z"></path><path d="M6.25 9.037a.75.75 0 0 1 .75.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 .75-.75Zm4.25.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 1.5 0Z"></path></svg>Copilot for Business</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade AI features</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/enterprise/premium-support" data-analytics-event="{&quot;action&quot;:&quot;premium_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;premium_support_link_enterprise_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-comment-discussion NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path></svg>Premium Support</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enterprise-grade 24/7 support</span></span></a></li></ul></div></li></ul></div></div></li><li><a href="https://github.com/pricing" data-analytics-event="{&quot;action&quot;:&quot;pricing&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;pricing&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;pricing_link_pricing_navbar&quot;}" class="MarketingNavigation-module__navLink__hUomM">Pricing</a></li></ul></nav><div class="MarketingHeader-module__ctaContainer__tBmPz"><div class="HeaderSearch-module__searchSlot__oVOUS"><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderSearch-module__trigger__zsF9q" type="button" aria-haspopup="dialog" aria-expanded="false" aria-label="Search or jump to, type / to search" data-analytics-event="{&quot;action&quot;:&quot;searchbar&quot;,&quot;tag&quot;:&quot;input&quot;,&quot;context&quot;:&quot;global&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;searchbar_input_global_navbar&quot;}"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"><span class="HeaderSearch-module__content__kMpxU"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-search HeaderSearch-module__icon__wcrHX" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path></svg><span class="HeaderSearch-module__label__d1iWG">Search</span><kbd class="HeaderSearch-module__kbd__HNG0o" aria-hidden="true">/</kbd></span></span></span></button><div class="d-none"></div></div><div class="AuthCTAs-module__signInWrap__q2P60"><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq AuthCTAs-module__desktopActionGap__UZuXT AuthCTAs-module__hiddenBelowLg__BfKBw" href="/login?return_to=https%3A%2F%2Fgithub.com%2Ffluxninja%2Faperture" data-analytics-event="{&quot;action&quot;:&quot;sign_in&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;auth_cta&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;sign_in_link_auth_cta_header&quot;}" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/fluxninja/aperture&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9469706f6c116f294db438f8a20d03ff50928deab40159a5373e902d7006d166"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH">Sign in</span></span></a></div><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--secondary___gHnw_ Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq" href="/signup?ref_cta=Sign+up&amp;ref_loc=header+logged+out&amp;ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&amp;source=header-repo&amp;source_repo=fluxninja%2Faperture" data-analytics-event="{&quot;action&quot;:&quot;sign_up&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;auth_cta&quot;,&quot;location&quot;:&quot;header&quot;,&quot;label&quot;:&quot;sign_up_link_auth_cta_header&quot;}" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/fluxninja/aperture&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9469706f6c116f294db438f8a20d03ff50928deab40159a5373e902d7006d166"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-secondary___eJ0_a">Sign up</span></span></a><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderAppearanceSettings-module__trigger__hUheK" type="button" aria-haspopup="dialog" aria-labelledby="_R_fbd_"><span class="Primer_Brand__Button-module__Button__leading-visual___jjtTe" data-testid="Button-leading-visual"><svg data-component="Octicon" focusable="false" aria-hidden="true" class="octicon octicon-sliders Primer_Brand__Button-module__Button__icon-visual____qybb" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M15 2.75a.75.75 0 0 1-.75.75h-4a.75.75 0 0 1 0-1.5h4a.75.75 0 0 1 .75.75Zm-8.5.75v1.25a.75.75 0 0 0 1.5 0v-4a.75.75 0 0 0-1.5 0V2H1.75a.75.75 0 0 0 0 1.5H6.5Zm1.25 5.25a.75.75 0 0 0 0-1.5h-6a.75.75 0 0 0 0 1.5h6ZM15 8a.75.75 0 0 1-.75.75H11.5V10a.75.75 0 1 1-1.5 0V6a.75.75 0 0 1 1.5 0v1.25h2.75A.75.75 0 0 1 15 8Zm-9 5.25v-2a.75.75 0 0 0-1.5 0v1.25H1.75a.75.75 0 0 0 0 1.5H4.5v1.25a.75.75 0 0 0 1.5 0v-2Zm9 0a.75.75 0 0 1-.75.75h-6a.75.75 0 0 1 0-1.5h6a.75.75 0 0 1 .75.75Z"></path></svg></span><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"></span></span></button><div class="Primer_Brand__Tooltip-module__Tooltip___0Eipx" data-direction="s" aria-hidden="true" id="_R_fbd_">Appearance settings</div></div></div></div></div><div class="MarketingHeader-module__bottomBorder__uZT38" aria-hidden="true"></div></header></div></div>
</react-partial>
<div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
<path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
<span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
<span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
<span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
<button id="icon-button-5e362614-1ca0-4e02-8087-442b21be519a" aria-labelledby="tooltip-c9b3c55b-2cfe-4f30-8473-22b68e1806b3" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x Button-visual">
<path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</button><tool-tip id="tooltip-c9b3c55b-2cfe-4f30-8473-22b68e1806b3" for="icon-button-5e362614-1ca0-4e02-8087-442b21be519a" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Dismiss alert</tool-tip>
</div>
</div>
<div id="start-of-content" class="show-on-focus"></div>
<div id="js-flash-container" class="flash-container" data-turbo-replace>
<template class="js-flash-template">
<div class="flash flash-full {{ className }}">
<div >
<button autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
<path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</button>
<div aria-atomic="true" role="alert" class="js-flash-alert">
<div>{{ message }}</div>
</div>
</div>
</div>
</template>
</div>
<div
class="application-main "
data-commit-hovercards-enabled
data-discussion-hovercards-enabled
data-issue-and-pr-hovercards-enabled
data-project-hovercards-enabled
>
<div itemscope itemtype="http://schema.org/SoftwareSourceCode" class="">
<main id="js-repo-pjax-container" >
<include-fragment src="/in-product-messaging/budget-threshold-banner?organization=fluxninja" data-nonce="v2:117ea6fa-d7fd-3e75-e4ca-545a72b66bc1" data-view-component="true">
<div data-show-on-forbidden-error hidden>
<div class="Box">
<div class="blankslate-container">
<div data-view-component="true" class="blankslate blankslate-spacious color-bg-default rounded-2">
<h3 data-view-component="true" class="blankslate-heading"> Uh oh!
</h3>
<p data-view-component="true" class="blankslate-description"> <p class="color-fg-muted my-2 mb-2 ws-normal">There was an error while loading. <a class="Link--inTextBlock" data-turbo="false" href="" aria-label="Please reload this page">Please reload this page</a>.</p>
</p>
</div> </div>
</div> </div>
</include-fragment>
<div id="repository-container-header" class="tmp-pt-3 hide-full-screen" style="background-color: var(--page-header-bgColor, var(--color-page-header-bg));" data-turbo-replace>
<div class="d-flex flex-nowrap flex-justify-end tmp-mb-3 tmp-px-3 tmp-px-lg-5" style="gap: 1rem;">
<div class="flex-auto min-width-0 width-fit">
<div class=" d-flex flex-wrap flex-items-center wb-break-word f3 text-normal">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2 tmp-mr-2">
<path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path>
</svg>
<span class="author flex-self-stretch" itemprop="author">
<a class="url fn" rel="author" data-hovercard-type="organization" data-hovercard-url="/orgs/fluxninja/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/fluxninja">
fluxninja
</a> </span>
<span class="mx-1 flex-self-stretch color-fg-muted">/</span>
<strong itemprop="name" class="mr-2 flex-self-stretch">
<a data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/fluxninja/aperture">aperture</a>
</strong>
<span></span><span class="Label Label--secondary v-align-middle mr-1">Public</span>
</div>
</div>
<div id="repository-details-container" class="flex-shrink-0" data-turbo-replace style="max-width: 70%;">
<ul class="pagehead-actions flex-shrink-0 d-none d-md-inline" style="padding: 2px 0;">
<li>
<a href="/login?return_to=%2Ffluxninja%2Faperture" rel="nofollow" id="repository-details-watch-button" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;notification subscription menu watch&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/fluxninja/aperture&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cdbb19e81e1db6b1a318c903c0ca7bd792266545b8e78d4877233db45bbe4538" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2 tmp-mr-2">
<path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 .002.002.004.004.006l.006.004.007.001h10.964l.007-.001.006-.004.004-.006.001-.007a.017.017 0 0 0-.003-.01l-1.703-2.554a1.745 1.745 0 0 1-.294-.97V5A3.5 3.5 0 0 0 8 1.5Z"></path>
</svg>Notifications
</a> <tool-tip id="tooltip-51f06f8a-48bf-4982-9129-7bb206a38c9d" for="repository-details-watch-button" popover="manual" data-direction="s" data-type="description" data-view-component="true" class="sr-only position-absolute">You must be signed in to change notification settings</tool-tip>
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style=\"max-width: 100%;\"\u003e\n \u003c/a\u003e\n \u003ca href=\"https://join.slack.com/t/fluxninja-aperture/shared_invite/zt-1eunlrkhh-10P1HUkmBfVJX3qrSLRk~g\" rel=\"nofollow\"\u003e\n \u003cimg alt=\"Slack Community\" src=\"https://camo.githubusercontent.com/6c73a9960045c2d49f0243709138565c4ff25fd92bc89e948e3938b21229b22c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4a6f696e2532304f7572253230436f6d6d756e6974792d536c61636b2d627269676874677265656e3f7374796c653d666f722d7468652d6261646765266c6f676f3d736c61636b\" data-canonical-src=\"https://img.shields.io/badge/Join%20Our%20Community-Slack-brightgreen?style=for-the-badge\u0026amp;logo=slack\" style=\"max-width: 100%;\"\u003e\n \u003c/a\u003e\n \u003ca href=\"https://dl.circleci.com/status-badge/img/gh/fluxninja/aperture/tree/main.svg?style=svg\" rel=\"nofollow\"\u003e\n \u003cimg alt=\"Build Status\" 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data-canonical-src=\"https://goreportcard.com/badge/github.com/fluxninja/aperture?style=for-the-badge\" style=\"max-width: 100%;\"\u003e\n \u003c/a\u003e\n \u003ca href=\"https://pkg.go.dev/github.com/fluxninja/aperture\" rel=\"nofollow\"\u003e\n \u003cimg alt=\"Godoc Reference\" src=\"https://camo.githubusercontent.com/1630c1e186cfb7096c4b615df6204f85c515dc165a45f2fe465790e300bbded0/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f676f646f632d7265666572656e63652d627269676874677265656e3f7374796c653d666f722d7468652d6261646765266c6f676f3d676f266c6f676f436f6c6f723d7768697465\" data-canonical-src=\"https://img.shields.io/badge/godoc-reference-brightgreen?style=for-the-badge\u0026amp;logo=go\u0026amp;logoColor=white\" style=\"max-width: 100%;\"\u003e\n \u003c/a\u003e\n\u003c/p\u003e\n\n\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🥷 FluxNinja Aperture\u003c/h1\u003e\u003ca id=\"user-content--fluxninja-aperture\" class=\"anchor\" aria-label=\"Permalink: 🥷 FluxNinja Aperture\" href=\"#-fluxninja-aperture\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAperture is a distributed load management platform designed for rate limiting,\ncaching, and prioritizing requests in cloud applications. Built upon a\nfoundation of distributed counters, observability, and a global control plane,\nit provides a comprehensive suite of load management capabilities. These\ncapabilities enhance the reliability and performance of cloud applications,\nwhile also optimizing cost and resource utilization.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/assets/img/unified-load-management-light.svg#gh-light-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/assets/img/unified-load-management-light.svg#gh-light-mode-only\" alt=\"Unified Load Management\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/assets/img/unified-load-management-dark.svg#gh-dark-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/assets/img/unified-load-management-dark.svg#gh-dark-mode-only\" alt=\"Unified Load Management\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIntegrating Aperture in your application through SDKs is a simple 3-step\nprocess:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eDefine labels\u003c/strong\u003e: Define labels to identify users, entities, or features\nwithin your application. For example, you can define labels to identify\nindividual users, features, or API endpoints.\u003c/li\u003e\n\u003c/ul\u003e\n\n\n \u003cdetails\u003e\n \u003csummary\u003eExample\u003c/summary\u003e\n\u003cdiv class=\"highlight highlight-source-ts notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"// Tailor policies to get deeper insights into your workload with labels that\n// capture business context.\nconst labels = {\n // You can rate limit each user individually.\n user: \u0026quot;jack\u0026quot;,\n // And have different rate limits for different tiers of users.\n tier: \u0026quot;premium\u0026quot;,\n // You can also provide the tokens for each request.\n // Tokens are flexible: LLM AI tokens in a prompt, complexity of a request,\n // number of sub-actions, etc.\n tokens: \u0026quot;200\u0026quot;,\n // When peak load exceeds external quotas or infrastructure capacity,\n // requests can be throttled and prioritized.\n priority: HIGH,\n // Get deep insights into your workload. You can slice and dice performance\n // metrics by any label.\n workload: \u0026quot;/chat\u0026quot;,\n};\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e// Tailor policies to get deeper insights into your workload with labels that\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e// capture business context.\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003econst\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003elabels\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-kos\"\u003e{\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// You can rate limit each user individually.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003euser\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\"jack\"\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// And have different rate limits for different tiers of users.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003etier\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\"premium\"\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// You can also provide the tokens for each request.\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// Tokens are flexible: LLM AI tokens in a prompt, complexity of a request,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// number of sub-actions, etc.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003etokens\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\"200\"\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// When peak load exceeds external quotas or infrastructure capacity,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// requests can be throttled and prioritized.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003epriority\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003eHIGH\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// Get deep insights into your workload. You can slice and dice performance\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// metrics by any label.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003eworkload\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\"/chat\"\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n\u003cspan class=\"pl-kos\"\u003e}\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e;\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\n\n \u003c/details\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eWrap your workload\u003c/strong\u003e: Wrap your workload with \u003ccode\u003estartFlow\u003c/code\u003e and \u003ccode\u003eendFlow\u003c/code\u003e\ncalls to establish control points around specific features or code sections\ninside your application. For example, you can wrap your API endpoints with\nAperture SDKs to limit the number of requests per user or feature.\u003c/li\u003e\n\u003c/ul\u003e\n\n\n \u003cdetails\u003e\n \u003csummary\u003eExample\u003c/summary\u003e\n\u003cdiv class=\"highlight highlight-source-ts notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"// Wrap your workload with startFlow and endFlow calls, passing in the\n// labels you defined earlier.\nconst flow = await apertureClient.startFlow(\u0026quot;your_workload\u0026quot;, {\n labels: labels,\n // Lookup result cache key to retrieve a cached result.\n resultCacheKey: queryParams,\n});\n\n// If rate or quota limit is not exceeded, the workload is executed.\nif (flow.shouldRun()) {\n // Return a cached result or execute the workload.\n const cachedResult = flow.resultCache();\n const result = await yourWorkload(cachedResult);\n flow.setResultCache({\n value: result,\n ttl: { seconds: 86400, nanos: 0 },\n });\n}\n//\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e// Wrap your workload with startFlow and endFlow calls, passing in the\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e// labels you defined earlier.\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003econst\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eflow\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eawait\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eapertureClient\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e.\u003c/span\u003e\u003cspan class=\"pl-en\"\u003estartFlow\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\"your_workload\"\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e \u003cspan class=\"pl-kos\"\u003e{\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003elabels\u003c/span\u003e: \u003cspan class=\"pl-s1\"\u003elabels\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// Lookup result cache key to retrieve a cached result.\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003eresultCacheKey\u003c/span\u003e: \u003cspan class=\"pl-s1\"\u003equeryParams\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n\u003cspan class=\"pl-kos\"\u003e}\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e;\u003c/span\u003e\n\n\u003cspan class=\"pl-c\"\u003e// If rate or quota limit is not exceeded, the workload is executed.\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003eif\u003c/span\u003e \u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-s1\"\u003eflow\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e.\u003c/span\u003e\u003cspan class=\"pl-en\"\u003eshouldRun\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e \u003cspan class=\"pl-kos\"\u003e{\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// Return a cached result or execute the workload.\u003c/span\u003e\n \u003cspan class=\"pl-k\"\u003econst\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ecachedResult\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eflow\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e.\u003c/span\u003e\u003cspan class=\"pl-en\"\u003eresultCache\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e;\u003c/span\u003e\n \u003cspan class=\"pl-k\"\u003econst\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eresult\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eawait\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eyourWorkload\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-s1\"\u003ecachedResult\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e;\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eflow\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e.\u003c/span\u003e\u003cspan class=\"pl-en\"\u003esetResultCache\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e(\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e{\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003evalue\u003c/span\u003e: \u003cspan class=\"pl-s1\"\u003eresult\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-c1\"\u003ettl\u003c/span\u003e: \u003cspan class=\"pl-kos\"\u003e{\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003eseconds\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e86400\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003enanos\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e0\u003c/span\u003e \u003cspan class=\"pl-kos\"\u003e}\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e,\u003c/span\u003e\n \u003cspan class=\"pl-kos\"\u003e}\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e)\u003c/span\u003e\u003cspan class=\"pl-kos\"\u003e;\u003c/span\u003e\n\u003cspan class=\"pl-kos\"\u003e}\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e//\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n \u003c/details\u003e\n\n\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eConfigure \u0026amp; monitor policies\u003c/strong\u003e: Configure policies to control the rate,\nconcurrency, and priority of requests.\u003c/li\u003e\n\u003c/ul\u003e\n\n\n \u003cdetails\u003e\n \u003csummary\u003ePolicy YAML\u003c/summary\u003e\n\u003cdiv class=\"highlight highlight-source-yaml notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"blueprint: rate-limiting/base\nuri: github.com/fluxninja/aperture/blueprints@latest\npolicy:\n policy_name: rate_limit\n rate_limiter:\n bucket_capacity: 60\n fill_amount: 60\n parameters:\n interval: 3600s\n limit_by_label_key: user\n selectors:\n - control_point: your_workload\n label_matcher:\n match_list:\n - key: tier\n operator: In\n values:\n - premium\"\u003e\u003cpre\u003e\u003cspan class=\"pl-ent\"\u003eblueprint\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003erate-limiting/base\u003c/span\u003e\n\u003cspan class=\"pl-ent\"\u003euri\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003egithub.com/fluxninja/aperture/blueprints@latest\u003c/span\u003e\n\u003cspan class=\"pl-ent\"\u003epolicy\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003epolicy_name\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003erate_limit\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003erate_limiter\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003ebucket_capacity\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e60\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003efill_amount\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e60\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003eparameters\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003einterval\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e3600s\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003elimit_by_label_key\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003euser\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003eselectors\u003c/span\u003e:\n - \u003cspan class=\"pl-ent\"\u003econtrol_point\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eyour_workload\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003elabel_matcher\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003ematch_list\u003c/span\u003e:\n - \u003cspan class=\"pl-ent\"\u003ekey\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003etier\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003eoperator\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eIn\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003evalues\u003c/span\u003e:\n - \u003cspan class=\"pl-s\"\u003epremium\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n \u003c/details\u003e\n\n\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-blueprint-dark.png#gh-dark-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-blueprint-dark.png#gh-dark-mode-only\" alt=\"Rate Limiter Blueprint\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-blueprint-light.png#gh-light-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-blueprint-light.png#gh-light-mode-only\" alt=\"Rate Limiter Blueprint\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-dashboard-dark.png#gh-dark-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-dashboard-dark.png#gh-dark-mode-only\" alt=\"Rate Limiter Dashboard\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-dashboard-light.png#gh-light-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-dashboard-light.png#gh-light-mode-only\" alt=\"Rate Limiter Dashboard\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIn addition to language SDKs, Aperture also integrates with existing control\npoints such as API gateways, service meshes, and application middlewares.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e⚙️ Load management capabilities\u003c/h2\u003e\u003ca id=\"user-content-️-load-management-capabilities\" class=\"anchor\" aria-label=\"Permalink: ⚙️ Load management capabilities\" href=\"#️-load-management-capabilities\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e⏱️\n\u003ca href=\"https://docs.fluxninja.com/concepts/rate-limiter\" rel=\"nofollow\"\u003e\u003cstrong\u003eGlobal Rate and Concurrency Limiting\u003c/strong\u003e\u003c/a\u003e:\nSafeguard APIs and features against excessive usage with Aperture's\nhigh-performance, distributed rate limiter. Identify individual users or\nentities by fine-grained labels. Create precise rate limiters controlling\nburst-capacity and fill-rate tailored to business-specific labels. Limit per\nuser or global concurrency of in-flight requests. Refer to the\n\u003ca href=\"https://docs.fluxninja.com/guides/per-user-rate-limiting\" rel=\"nofollow\"\u003eRate Limiting\u003c/a\u003e and\n\u003ca href=\"https://docs.fluxninja.com/guides/per-user-concurrency-limiting\" rel=\"nofollow\"\u003eConcurrency Limiting\u003c/a\u003e\nguides for more details.\u003c/li\u003e\n\u003cli\u003e📊\n\u003ca href=\"https://docs.fluxninja.com/concepts/request-prioritization/quota-scheduler\" rel=\"nofollow\"\u003e\u003cstrong\u003eAPI Quota Management\u003c/strong\u003e\u003c/a\u003e:\nMaintain compliance with external API quotas with a global token bucket and\nsmart request queuing. This feature regulates requests aimed at external\nservices, ensuring that the usage remains within prescribed rate limits and\navoids penalties or additional costs. Refer to the\n\u003ca href=\"https://docs.fluxninja.com/guides/api-quota-management/\" rel=\"nofollow\"\u003eAPI Quota Management\u003c/a\u003e\nguide for more details.\u003c/li\u003e\n\u003cli\u003e🚦\n\u003ca href=\"https://docs.fluxninja.com/concepts/request-prioritization/concurrency-scheduler\" rel=\"nofollow\"\u003e\u003cstrong\u003eConcurrency Control and Prioritization\u003c/strong\u003e\u003c/a\u003e:\nSafeguard against abrupt service overloads by limiting the number of\nconcurrent in-flight requests. Any requests beyond this limit are queued and\nlet in based on their priority as capacity becomes available. Refer to the\n\u003ca href=\"https://docs.fluxninja.com/development/guides/concurrency-control-and-prioritization/\" rel=\"nofollow\"\u003eConcurrency Control and Prioritization\u003c/a\u003e\nguide for more details.\u003c/li\u003e\n\u003cli\u003e🎯\n\u003ca href=\"https://docs.fluxninja.com/concepts/scheduler/\" rel=\"nofollow\"\u003e\u003cstrong\u003eWorkload Prioritization\u003c/strong\u003e\u003c/a\u003e:\nSafeguard crucial user experience pathways and ensure prioritized access to\nexternal APIs by strategically prioritizing workloads. With\n\u003ca href=\"https://en.wikipedia.org/wiki/Weighted_fair_queueing\" rel=\"nofollow\"\u003eweighted fair queuing\u003c/a\u003e,\nAperture aligns resource distribution with business value and urgency of\nrequests. Workload prioritization applies to API Quota Management and\nConcurrency Control and Prioritization use cases.\u003c/li\u003e\n\u003cli\u003e💾 \u003ca href=\"https://docs.fluxninja.com/concepts/cache\" rel=\"nofollow\"\u003e\u003cstrong\u003eCaching\u003c/strong\u003e\u003c/a\u003e: Boost application\nperformance and reduce costs by caching costly operations, preventing\nduplicate requests to pay-per-use services, and easing the load on constrained\nservices. Refer to the \u003ca href=\"https://docs.fluxninja.com/guides/caching\" rel=\"nofollow\"\u003eCaching\u003c/a\u003e\nguide for more details.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🏁 Getting Started\u003c/h2\u003e\u003ca id=\"user-content--getting-started\" class=\"anchor\" aria-label=\"Permalink: 🏁 Getting Started\" href=\"#-getting-started\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e☁️ Aperture Cloud\u003c/h3\u003e\u003ca id=\"user-content-️-aperture-cloud\" class=\"anchor\" aria-label=\"Permalink: ☁️ Aperture Cloud\" href=\"#️-aperture-cloud\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\n\u003cdiv class=\"markdown-alert markdown-alert-note\" dir=\"auto\"\u003e\u003cp class=\"markdown-alert-title\" dir=\"auto\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-info mr-2\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"M0 8a8 8 0 1 1 16 0A8 8 0 0 1 0 8Zm8-6.5a6.5 6.5 0 1 0 0 13 6.5 6.5 0 0 0 0-13ZM6.5 7.75A.75.75 0 0 1 7.25 7h1a.75.75 0 0 1 .75.75v2.75h.25a.75.75 0 0 1 0 1.5h-2a.75.75 0 0 1 0-1.5h.25v-2h-.25a.75.75 0 0 1-.75-.75ZM8 6a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z\"\u003e\u003c/path\u003e\u003c/svg\u003eNote\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFluxNinja has been acquired by \u003ca href=\"https://coderabbit.ai\" rel=\"nofollow\"\u003eCodeRabbit\u003c/a\u003e. New\nsign-ups are temporarily disabled. Existing users can continue to use Aperture\nCloud by signing in to their accounts.\u003c/p\u003e\n\u003c/div\u003e\n\n\u003cp dir=\"auto\"\u003eThe easiest way to try Aperture is to\n\u003ca href=\"https://app.fluxninja.com/sign-up\" rel=\"nofollow\"\u003esign up\u003c/a\u003e for a free Aperture Cloud account.\nAperture Cloud is a fully managed service by FluxNinja. With Aperture Cloud,\nthere's no need to manage any infrastructure, and you can integrate your\napplication with Aperture using SDKs. For more information, refer to the\n\u003ca href=\"https://docs.fluxninja.com/get-started/\" rel=\"nofollow\"\u003eget started\u003c/a\u003e guide.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/priorities-light.png#gh-light-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/priorities-light.png#gh-light-mode-only\" alt=\"Quota Management Dashboard\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/priorities-dark.png#gh-dark-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/priorities-dark.png#gh-dark-mode-only\" alt=\"Quota Management Dashboard\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003cem\u003ePrioritization Metrics for gpt-4\u003c/em\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/flow-analytics-light.png#gh-light-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/flow-analytics-light.png#gh-light-mode-only\" alt=\"Flow Analytics\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/flow-analytics-dark.png#gh-dark-mode-only\"\u003e\u003cimg src=\"/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/flow-analytics-dark.png#gh-dark-mode-only\" alt=\"Flow Analytics\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003cem\u003ePerformance Metrics for OpenAI Models\u003c/em\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🎮 Local Kubernetes Playground\u003c/h3\u003e\u003ca id=\"user-content--local-kubernetes-playground\" class=\"anchor\" aria-label=\"Permalink: 🎮 Local Kubernetes Playground\" href=\"#-local-kubernetes-playground\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo try Aperture in a local Kubernetes environment, refer to\n\u003ca href=\"/fluxninja/aperture/blob/main/playground/README.md\"\u003ePlayground docs\u003c/a\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e📖 Learn More\u003c/h3\u003e\u003ca id=\"user-content--learn-more\" class=\"anchor\" aria-label=\"Permalink: 📖 Learn More\" href=\"#-learn-more\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://docs.fluxninja.com/concepts\" rel=\"nofollow\"\u003eConcepts\u003c/a\u003e section in Aperture\ndocumentation provides an overview of Aperture's features and architecture.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://docs.fluxninja.com/guides\" rel=\"nofollow\"\u003eGuides\u003c/a\u003e section in Aperture documentation.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://docs.google.com/presentation/d/1Funig5u63w96G91ZjHV7ftgLOl1c5z5yDeuoVRH1QSs\" rel=\"nofollow\"\u003eObservability-driven Load Management\u003c/a\u003e\ndeck covers the overview and use-cases of Aperture.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🎥 Videos\u003c/h2\u003e\u003ca id=\"user-content--videos\" class=\"anchor\" aria-label=\"Permalink: 🎥 Videos\" href=\"#-videos\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch?v=eiSroeyACAg\" rel=\"nofollow\"\u003eIstioCon 2023 | Achieving Fault Tolerance in Istio with Observability-Driven Load Management\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch?v=ws9__JjaJsE\" rel=\"nofollow\"\u003eSREcon'23 APAC | Mastering Chaos: Achieving Fault Tolerance with Observability-Driven Prioritized Load Shedding\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch?v=yHKPXsZOc5I\" rel=\"nofollow\"\u003eChaos Carnival 2023 | Graceful Degradation: Keeping The Lights On When Everything Goes Wrong\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch?v=nm62d2gYqNk\" rel=\"nofollow\"\u003eConf42 Chaos Engineering 2023 | Graceful Degradation: When All Goes Wrong\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://youtu.be/m070bAvrDHM\" rel=\"nofollow\"\u003eDemo | How Concurrency Limits Help Protect Against Cascading Failures\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://www.youtube.com/watch?v=sEl4SMo3KNo\" rel=\"nofollow\"\u003eExplainer | Build Indestructible Applications with Aperture Flow Control\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e👷 Contributing\u003c/h2\u003e\u003ca id=\"user-content--contributing\" class=\"anchor\" aria-label=\"Permalink: 👷 Contributing\" href=\"#-contributing\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/fluxninja/aperture/issues/new?assignees=\u0026amp;labels=bug\u0026amp;template=bug_report.md\u0026amp;title=\"\u003eReporting bugs\u003c/a\u003e\nhelps us improve Aperture to be more reliable and user-friendly. Include all the\nrequired information to reproduce and understand the bug you are reporting.\nFollow helper questions in the bug report template to make it easier. If you see\na way to improve Aperture, use the\n\u003ca href=\"https://github.com/fluxninja/aperture/issues/new?assignees=\u0026amp;labels=feature+request\u0026amp;template=feature_request.md\u0026amp;title=\"\u003efeature request\u003c/a\u003e\ntemplate to create an issue.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo contribute code, read the \u003ca href=\"/fluxninja/aperture/blob/main/CONTRIBUTING.md\"\u003eContribution guide\u003c/a\u003e.\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"🥷 FluxNinja Aperture","anchor":"-fluxninja-aperture","htmlText":"🥷 FluxNinja Aperture"},{"level":2,"text":"⚙️ Load management capabilities","anchor":"️-load-management-capabilities","htmlText":"⚙️ Load management capabilities"},{"level":2,"text":"🏁 Getting Started","anchor":"-getting-started","htmlText":"🏁 Getting Started"},{"level":3,"text":"☁️ Aperture Cloud","anchor":"️-aperture-cloud","htmlText":"☁️ Aperture Cloud"},{"level":3,"text":"🎮 Local Kubernetes Playground","anchor":"-local-kubernetes-playground","htmlText":"🎮 Local Kubernetes Playground"},{"level":3,"text":"📖 Learn More","anchor":"-learn-more","htmlText":"📖 Learn More"},{"level":2,"text":"🎥 Videos","anchor":"-videos","htmlText":"🎥 Videos"},{"level":2,"text":"👷 Contributing","anchor":"-contributing","htmlText":"👷 Contributing"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Ffluxninja%2Faperture"}},{"displayName":"CODE_OF_CONDUCT.md","repoName":"aperture","refName":"main","path":"CODE_OF_CONDUCT.md","preferredFileType":"code_of_conduct","tabName":"Code of 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<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">🥷 FluxNinja Aperture</h1><a id="user-content--fluxninja-aperture" class="anchor" aria-label="Permalink: 🥷 FluxNinja Aperture" href="#-fluxninja-aperture"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">Aperture is a distributed load management platform designed for rate limiting,
caching, and prioritizing requests in cloud applications. Built upon a
foundation of distributed counters, observability, and a global control plane,
it provides a comprehensive suite of load management capabilities. These
capabilities enhance the reliability and performance of cloud applications,
while also optimizing cost and resource utilization.</p>
<p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/assets/img/unified-load-management-light.svg#gh-light-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/assets/img/unified-load-management-light.svg#gh-light-mode-only" alt="Unified Load Management" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/assets/img/unified-load-management-dark.svg#gh-dark-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/assets/img/unified-load-management-dark.svg#gh-dark-mode-only" alt="Unified Load Management" style="max-width: 100%;"></a></p>
<p dir="auto">Integrating Aperture in your application through SDKs is a simple 3-step
process:</p>
<ul dir="auto">
<li><strong>Define labels</strong>: Define labels to identify users, entities, or features
within your application. For example, you can define labels to identify
individual users, features, or API endpoints.</li>
</ul>
<details>
<summary>Example</summary>
<div class="highlight highlight-source-ts notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="// Tailor policies to get deeper insights into your workload with labels that
// capture business context.
const labels = {
// You can rate limit each user individually.
user: &quot;jack&quot;,
// And have different rate limits for different tiers of users.
tier: &quot;premium&quot;,
// You can also provide the tokens for each request.
// Tokens are flexible: LLM AI tokens in a prompt, complexity of a request,
// number of sub-actions, etc.
tokens: &quot;200&quot;,
// When peak load exceeds external quotas or infrastructure capacity,
// requests can be throttled and prioritized.
priority: HIGH,
// Get deep insights into your workload. You can slice and dice performance
// metrics by any label.
workload: &quot;/chat&quot;,
};"><pre><span class="pl-c">// Tailor policies to get deeper insights into your workload with labels that</span>
<span class="pl-c">// capture business context.</span>
<span class="pl-k">const</span> <span class="pl-s1">labels</span> <span class="pl-c1">=</span> <span class="pl-kos">{</span>
<span class="pl-c">// You can rate limit each user individually.</span>
<span class="pl-c1">user</span>: <span class="pl-s">"jack"</span><span class="pl-kos">,</span>
<span class="pl-c">// And have different rate limits for different tiers of users.</span>
<span class="pl-c1">tier</span>: <span class="pl-s">"premium"</span><span class="pl-kos">,</span>
<span class="pl-c">// You can also provide the tokens for each request.</span>
<span class="pl-c">// Tokens are flexible: LLM AI tokens in a prompt, complexity of a request,</span>
<span class="pl-c">// number of sub-actions, etc.</span>
<span class="pl-c1">tokens</span>: <span class="pl-s">"200"</span><span class="pl-kos">,</span>
<span class="pl-c">// When peak load exceeds external quotas or infrastructure capacity,</span>
<span class="pl-c">// requests can be throttled and prioritized.</span>
<span class="pl-c1">priority</span>: <span class="pl-c1">HIGH</span><span class="pl-kos">,</span>
<span class="pl-c">// Get deep insights into your workload. You can slice and dice performance</span>
<span class="pl-c">// metrics by any label.</span>
<span class="pl-c1">workload</span>: <span class="pl-s">"/chat"</span><span class="pl-kos">,</span>
<span class="pl-kos">}</span><span class="pl-kos">;</span></pre></div>
</details>
<ul dir="auto">
<li><strong>Wrap your workload</strong>: Wrap your workload with <code>startFlow</code> and <code>endFlow</code>
calls to establish control points around specific features or code sections
inside your application. For example, you can wrap your API endpoints with
Aperture SDKs to limit the number of requests per user or feature.</li>
</ul>
<details>
<summary>Example</summary>
<div class="highlight highlight-source-ts notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="// Wrap your workload with startFlow and endFlow calls, passing in the
// labels you defined earlier.
const flow = await apertureClient.startFlow(&quot;your_workload&quot;, {
labels: labels,
// Lookup result cache key to retrieve a cached result.
resultCacheKey: queryParams,
});
// If rate or quota limit is not exceeded, the workload is executed.
if (flow.shouldRun()) {
// Return a cached result or execute the workload.
const cachedResult = flow.resultCache();
const result = await yourWorkload(cachedResult);
flow.setResultCache({
value: result,
ttl: { seconds: 86400, nanos: 0 },
});
}
//"><pre><span class="pl-c">// Wrap your workload with startFlow and endFlow calls, passing in the</span>
<span class="pl-c">// labels you defined earlier.</span>
<span class="pl-k">const</span> <span class="pl-s1">flow</span> <span class="pl-c1">=</span> <span class="pl-k">await</span> <span class="pl-s1">apertureClient</span><span class="pl-kos">.</span><span class="pl-en">startFlow</span><span class="pl-kos">(</span><span class="pl-s">"your_workload"</span><span class="pl-kos">,</span> <span class="pl-kos">{</span>
<span class="pl-c1">labels</span>: <span class="pl-s1">labels</span><span class="pl-kos">,</span>
<span class="pl-c">// Lookup result cache key to retrieve a cached result.</span>
<span class="pl-c1">resultCacheKey</span>: <span class="pl-s1">queryParams</span><span class="pl-kos">,</span>
<span class="pl-kos">}</span><span class="pl-kos">)</span><span class="pl-kos">;</span>
<span class="pl-c">// If rate or quota limit is not exceeded, the workload is executed.</span>
<span class="pl-k">if</span> <span class="pl-kos">(</span><span class="pl-s1">flow</span><span class="pl-kos">.</span><span class="pl-en">shouldRun</span><span class="pl-kos">(</span><span class="pl-kos">)</span><span class="pl-kos">)</span> <span class="pl-kos">{</span>
<span class="pl-c">// Return a cached result or execute the workload.</span>
<span class="pl-k">const</span> <span class="pl-s1">cachedResult</span> <span class="pl-c1">=</span> <span class="pl-s1">flow</span><span class="pl-kos">.</span><span class="pl-en">resultCache</span><span class="pl-kos">(</span><span class="pl-kos">)</span><span class="pl-kos">;</span>
<span class="pl-k">const</span> <span class="pl-s1">result</span> <span class="pl-c1">=</span> <span class="pl-k">await</span> <span class="pl-en">yourWorkload</span><span class="pl-kos">(</span><span class="pl-s1">cachedResult</span><span class="pl-kos">)</span><span class="pl-kos">;</span>
<span class="pl-s1">flow</span><span class="pl-kos">.</span><span class="pl-en">setResultCache</span><span class="pl-kos">(</span><span class="pl-kos">{</span>
<span class="pl-c1">value</span>: <span class="pl-s1">result</span><span class="pl-kos">,</span>
<span class="pl-c1">ttl</span>: <span class="pl-kos">{</span> <span class="pl-c1">seconds</span>: <span class="pl-c1">86400</span><span class="pl-kos">,</span> <span class="pl-c1">nanos</span>: <span class="pl-c1">0</span> <span class="pl-kos">}</span><span class="pl-kos">,</span>
<span class="pl-kos">}</span><span class="pl-kos">)</span><span class="pl-kos">;</span>
<span class="pl-kos">}</span>
<span class="pl-c">//</span></pre></div>
</details>
<ul dir="auto">
<li><strong>Configure &amp; monitor policies</strong>: Configure policies to control the rate,
concurrency, and priority of requests.</li>
</ul>
<details>
<summary>Policy YAML</summary>
<div class="highlight highlight-source-yaml notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="blueprint: rate-limiting/base
uri: github.com/fluxninja/aperture/blueprints@latest
policy:
policy_name: rate_limit
rate_limiter:
bucket_capacity: 60
fill_amount: 60
parameters:
interval: 3600s
limit_by_label_key: user
selectors:
- control_point: your_workload
label_matcher:
match_list:
- key: tier
operator: In
values:
- premium"><pre><span class="pl-ent">blueprint</span>: <span class="pl-s">rate-limiting/base</span>
<span class="pl-ent">uri</span>: <span class="pl-s">github.com/fluxninja/aperture/blueprints@latest</span>
<span class="pl-ent">policy</span>:
<span class="pl-ent">policy_name</span>: <span class="pl-s">rate_limit</span>
<span class="pl-ent">rate_limiter</span>:
<span class="pl-ent">bucket_capacity</span>: <span class="pl-c1">60</span>
<span class="pl-ent">fill_amount</span>: <span class="pl-c1">60</span>
<span class="pl-ent">parameters</span>:
<span class="pl-ent">interval</span>: <span class="pl-c1">3600s</span>
<span class="pl-ent">limit_by_label_key</span>: <span class="pl-s">user</span>
<span class="pl-ent">selectors</span>:
- <span class="pl-ent">control_point</span>: <span class="pl-s">your_workload</span>
<span class="pl-ent">label_matcher</span>:
<span class="pl-ent">match_list</span>:
- <span class="pl-ent">key</span>: <span class="pl-s">tier</span>
<span class="pl-ent">operator</span>: <span class="pl-s">In</span>
<span class="pl-ent">values</span>:
- <span class="pl-s">premium</span></pre></div>
</details>
<p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-blueprint-dark.png#gh-dark-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-blueprint-dark.png#gh-dark-mode-only" alt="Rate Limiter Blueprint" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-blueprint-light.png#gh-light-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-blueprint-light.png#gh-light-mode-only" alt="Rate Limiter Blueprint" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-dashboard-dark.png#gh-dark-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-dashboard-dark.png#gh-dark-mode-only" alt="Rate Limiter Dashboard" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/get-started/assets/rate-limiter-dashboard-light.png#gh-light-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/get-started/assets/rate-limiter-dashboard-light.png#gh-light-mode-only" alt="Rate Limiter Dashboard" style="max-width: 100%;"></a></p>
<p dir="auto">In addition to language SDKs, Aperture also integrates with existing control
points such as API gateways, service meshes, and application middlewares.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">⚙️ Load management capabilities</h2><a id="user-content-️-load-management-capabilities" class="anchor" aria-label="Permalink: ⚙️ Load management capabilities" href="#️-load-management-capabilities"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li>⏱️
<a href="https://docs.fluxninja.com/concepts/rate-limiter" rel="nofollow"><strong>Global Rate and Concurrency Limiting</strong></a>:
Safeguard APIs and features against excessive usage with Aperture's
high-performance, distributed rate limiter. Identify individual users or
entities by fine-grained labels. Create precise rate limiters controlling
burst-capacity and fill-rate tailored to business-specific labels. Limit per
user or global concurrency of in-flight requests. Refer to the
<a href="https://docs.fluxninja.com/guides/per-user-rate-limiting" rel="nofollow">Rate Limiting</a> and
<a href="https://docs.fluxninja.com/guides/per-user-concurrency-limiting" rel="nofollow">Concurrency Limiting</a>
guides for more details.</li>
<li>📊
<a href="https://docs.fluxninja.com/concepts/request-prioritization/quota-scheduler" rel="nofollow"><strong>API Quota Management</strong></a>:
Maintain compliance with external API quotas with a global token bucket and
smart request queuing. This feature regulates requests aimed at external
services, ensuring that the usage remains within prescribed rate limits and
avoids penalties or additional costs. Refer to the
<a href="https://docs.fluxninja.com/guides/api-quota-management/" rel="nofollow">API Quota Management</a>
guide for more details.</li>
<li>🚦
<a href="https://docs.fluxninja.com/concepts/request-prioritization/concurrency-scheduler" rel="nofollow"><strong>Concurrency Control and Prioritization</strong></a>:
Safeguard against abrupt service overloads by limiting the number of
concurrent in-flight requests. Any requests beyond this limit are queued and
let in based on their priority as capacity becomes available. Refer to the
<a href="https://docs.fluxninja.com/development/guides/concurrency-control-and-prioritization/" rel="nofollow">Concurrency Control and Prioritization</a>
guide for more details.</li>
<li>🎯
<a href="https://docs.fluxninja.com/concepts/scheduler/" rel="nofollow"><strong>Workload Prioritization</strong></a>:
Safeguard crucial user experience pathways and ensure prioritized access to
external APIs by strategically prioritizing workloads. With
<a href="https://en.wikipedia.org/wiki/Weighted_fair_queueing" rel="nofollow">weighted fair queuing</a>,
Aperture aligns resource distribution with business value and urgency of
requests. Workload prioritization applies to API Quota Management and
Concurrency Control and Prioritization use cases.</li>
<li>💾 <a href="https://docs.fluxninja.com/concepts/cache" rel="nofollow"><strong>Caching</strong></a>: Boost application
performance and reduce costs by caching costly operations, preventing
duplicate requests to pay-per-use services, and easing the load on constrained
services. Refer to the <a href="https://docs.fluxninja.com/guides/caching" rel="nofollow">Caching</a>
guide for more details.</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🏁 Getting Started</h2><a id="user-content--getting-started" class="anchor" aria-label="Permalink: 🏁 Getting Started" href="#-getting-started"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">☁️ Aperture Cloud</h3><a id="user-content-️-aperture-cloud" class="anchor" aria-label="Permalink: ☁️ Aperture Cloud" href="#️-aperture-cloud"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-alert markdown-alert-note" dir="auto"><p class="markdown-alert-title" dir="auto"><svg data-component="Octicon" class="octicon octicon-info mr-2" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="M0 8a8 8 0 1 1 16 0A8 8 0 0 1 0 8Zm8-6.5a6.5 6.5 0 1 0 0 13 6.5 6.5 0 0 0 0-13ZM6.5 7.75A.75.75 0 0 1 7.25 7h1a.75.75 0 0 1 .75.75v2.75h.25a.75.75 0 0 1 0 1.5h-2a.75.75 0 0 1 0-1.5h.25v-2h-.25a.75.75 0 0 1-.75-.75ZM8 6a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg>Note</p>
<p dir="auto">FluxNinja has been acquired by <a href="https://coderabbit.ai" rel="nofollow">CodeRabbit</a>. New
sign-ups are temporarily disabled. Existing users can continue to use Aperture
Cloud by signing in to their accounts.</p>
</div>
<p dir="auto">The easiest way to try Aperture is to
<a href="https://app.fluxninja.com/sign-up" rel="nofollow">sign up</a> for a free Aperture Cloud account.
Aperture Cloud is a fully managed service by FluxNinja. With Aperture Cloud,
there's no need to manage any infrastructure, and you can integrate your
application with Aperture using SDKs. For more information, refer to the
<a href="https://docs.fluxninja.com/get-started/" rel="nofollow">get started</a> guide.</p>
<p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/priorities-light.png#gh-light-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/priorities-light.png#gh-light-mode-only" alt="Quota Management Dashboard" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/priorities-dark.png#gh-dark-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/priorities-dark.png#gh-dark-mode-only" alt="Quota Management Dashboard" style="max-width: 100%;"></a>
<em>Prioritization Metrics for gpt-4</em>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/flow-analytics-light.png#gh-light-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/flow-analytics-light.png#gh-light-mode-only" alt="Flow Analytics" style="max-width: 100%;"></a>
<a target="_blank" rel="noopener noreferrer" href="/fluxninja/aperture/blob/main/docs/content/guides/assets/openai/flow-analytics-dark.png#gh-dark-mode-only"><img src="/fluxninja/aperture/raw/main/docs/content/guides/assets/openai/flow-analytics-dark.png#gh-dark-mode-only" alt="Flow Analytics" style="max-width: 100%;"></a>
<em>Performance Metrics for OpenAI Models</em></p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">🎮 Local Kubernetes Playground</h3><a id="user-content--local-kubernetes-playground" class="anchor" aria-label="Permalink: 🎮 Local Kubernetes Playground" href="#-local-kubernetes-playground"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">To try Aperture in a local Kubernetes environment, refer to
<a href="/fluxninja/aperture/blob/main/playground/README.md">Playground docs</a>.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">📖 Learn More</h3><a id="user-content--learn-more" class="anchor" aria-label="Permalink: 📖 Learn More" href="#-learn-more"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li><a href="https://docs.fluxninja.com/concepts" rel="nofollow">Concepts</a> section in Aperture
documentation provides an overview of Aperture's features and architecture.</li>
<li><a href="https://docs.fluxninja.com/guides" rel="nofollow">Guides</a> section in Aperture documentation.</li>
<li><a href="https://docs.google.com/presentation/d/1Funig5u63w96G91ZjHV7ftgLOl1c5z5yDeuoVRH1QSs" rel="nofollow">Observability-driven Load Management</a>
deck covers the overview and use-cases of Aperture.</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🎥 Videos</h2><a id="user-content--videos" class="anchor" aria-label="Permalink: 🎥 Videos" href="#-videos"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li><a href="https://www.youtube.com/watch?v=eiSroeyACAg" rel="nofollow">IstioCon 2023 | Achieving Fault Tolerance in Istio with Observability-Driven Load Management</a></li>
<li><a href="https://www.youtube.com/watch?v=ws9__JjaJsE" rel="nofollow">SREcon'23 APAC | Mastering Chaos: Achieving Fault Tolerance with Observability-Driven Prioritized Load Shedding</a></li>
<li><a href="https://www.youtube.com/watch?v=yHKPXsZOc5I" rel="nofollow">Chaos Carnival 2023 | Graceful Degradation: Keeping The Lights On When Everything Goes Wrong</a></li>
<li><a href="https://www.youtube.com/watch?v=nm62d2gYqNk" rel="nofollow">Conf42 Chaos Engineering 2023 | Graceful Degradation: When All Goes Wrong</a></li>
<li><a href="https://youtu.be/m070bAvrDHM" rel="nofollow">Demo | How Concurrency Limits Help Protect Against Cascading Failures</a></li>
<li><a href="https://www.youtube.com/watch?v=sEl4SMo3KNo" rel="nofollow">Explainer | Build Indestructible Applications with Aperture Flow Control</a></li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">👷 Contributing</h2><a id="user-content--contributing" class="anchor" aria-label="Permalink: 👷 Contributing" href="#-contributing"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><a href="https://github.com/fluxninja/aperture/issues/new?assignees=&amp;labels=bug&amp;template=bug_report.md&amp;title=">Reporting bugs</a>
helps us improve Aperture to be more reliable and user-friendly. Include all the
required information to reproduce and understand the bug you are reporting.
Follow helper questions in the bug report template to make it easier. If you see
a way to improve Aperture, use the
<a href="https://github.com/fluxninja/aperture/issues/new?assignees=&amp;labels=feature+request&amp;template=feature_request.md&amp;title=">feature request</a>
template to create an issue.</p>
<p dir="auto">To contribute code, read the <a href="/fluxninja/aperture/blob/main/CONTRIBUTING.md">Contribution guide</a>.</p>
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class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>About</span></h2><p class="SidebarAbout-module__description__xTkIP prc-Text-Text-9mHv3" data-component="Text">Rate limiting, caching, and request prioritization for modern workloads</p><div class="SidebarAbout-module__websiteRow__Yi9Fi"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-link shrink-0" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg><span class="SidebarAbout-module__websiteLink__ZSZnk prc-Truncate-Truncate-2G1eo" title="https://docs.fluxninja.com" style="--truncate-max-width:none"><a class="text-bold prc-Link-Link-9ZwDx" data-component="Link" href="https://docs.fluxninja.com" target="_blank" rel="noopener noreferrer nofollow">docs.fluxninja.com</a></span></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Topics</span></h3><div class="prc-TopicTag-TopicTagGroup-CPva9"><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/caching" data-discover="true">caching</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/cloud-native" data-discover="true">cloud-native</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/concurrency-limiter" data-discover="true">concurrency-limiter</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/kubernetes" data-discover="true">kubernetes</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/llm" data-discover="true">llm</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/microservices" data-discover="true">microservices</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/observability" data-discover="true">observability</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/rate-limiter" data-discover="true">rate-limiter</a><a class="prc-TopicTag-TopicTag-LS-jX" href="/topics/scheduler" data-discover="true">scheduler</a></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Resources</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="#readme-ov-file"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-book mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path></svg><span>Readme</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="#Apache-2.0-1-ov-file"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-law mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path></svg><span>Apache-2.0 license</span></a></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Code of conduct</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/fluxninja/aperture#coc-ov-file" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code-of-conduct mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8.048 2.241c.964-.709 2.079-1.238 3.325-1.241a4.616 4.616 0 0 1 3.282 1.355c.41.408.757.86.996 1.428.238.568.348 1.206.347 1.968 0 2.193-1.505 4.254-3.081 5.862-1.496 1.526-3.213 2.796-4.249 3.563l-.22.163a.749.749 0 0 1-.895 0l-.221-.163c-1.036-.767-2.753-2.037-4.249-3.563C1.51 10.008.007 7.952.002 5.762a4.614 4.614 0 0 1 1.353-3.407C3.123.585 6.223.537 8.048 2.24Zm-1.153.983c-1.25-1.033-3.321-.967-4.48.191a3.115 3.115 0 0 0-.913 2.335c0 1.556 1.109 3.24 2.652 4.813C5.463 11.898 6.96 13.032 8 13.805c.353-.262.758-.565 1.191-.905l-1.326-1.223a.75.75 0 0 1 1.018-1.102l1.48 1.366c.328-.281.659-.577.984-.887L9.99 9.802a.75.75 0 1 1 1.019-1.103l1.384 1.28c.295-.329.566-.661.81-.995L12.92 8.7l-1.167-1.168c-.674-.671-1.78-.664-2.474.03-.268.269-.538.537-.802.797-.893.882-2.319.843-3.185-.032-.346-.35-.693-.697-1.043-1.047a.75.75 0 0 1-.04-1.016c.162-.191.336-.401.52-.623.62-.748 1.356-1.637 2.166-2.417Zm7.112 4.442c.313-.65.491-1.293.491-1.916v-.001c0-.614-.088-1.045-.23-1.385-.143-.339-.357-.633-.673-.949a3.111 3.111 0 0 0-2.218-.915c-1.092.003-2.165.627-3.226 1.602-.823.755-1.554 1.637-2.228 2.45l-.127.154.562.566a.755.755 0 0 0 1.066.02l.794-.79c1.258-1.258 3.312-1.31 4.594-.032.396.394.792.791 1.173 1.173Z"></path></svg><span>Code of conduct</span></a></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Contributing</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="#contributing-ov-file"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-people mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 5.5a3.5 3.5 0 1 1 5.898 2.549 5.508 5.508 0 0 1 3.034 4.084.75.75 0 1 1-1.482.235 4 4 0 0 0-7.9 0 .75.75 0 0 1-1.482-.236A5.507 5.507 0 0 1 3.102 8.05 3.493 3.493 0 0 1 2 5.5ZM11 4a3.001 3.001 0 0 1 2.22 5.018 5.01 5.01 0 0 1 2.56 3.012.749.749 0 0 1-.885.954.752.752 0 0 1-.549-.514 3.507 3.507 0 0 0-2.522-2.372.75.75 0 0 1-.574-.73v-.352a.75.75 0 0 1 .416-.672A1.5 1.5 0 0 0 11 5.5.75.75 0 0 1 11 4Zm-5.5-.5a2 2 0 1 0-.001 3.999A2 2 0 0 0 5.5 3.5Z"></path></svg><span>Contributing</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/fluxninja/aperture/activity" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-pulse mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path></svg><span>Activity</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/fluxninja/aperture/custom-properties" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-note mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25Zm1.75-.25a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25ZM3.5 6.25a.75.75 0 0 1 .75-.75h7a.75.75 0 0 1 0 1.5h-7a.75.75 0 0 1-.75-.75Zm.75 2.25h4a.75.75 0 0 1 0 1.5h-4a.75.75 0 0 1 0-1.5Z"></path></svg><span>Custom properties</span></a></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Stars</span></h3><div class="mt-2"><span class="SidebarAbout-module__socialStat__nnJPx"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-star mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path></svg><strong>732</strong> stars</span></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Watchers</span></h3><div class="mt-2"><span class="SidebarAbout-module__socialStat__nnJPx"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-eye mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 2c1.981 0 3.671.992 4.933 2.078 1.27 1.091 2.187 2.345 2.637 3.023a1.62 1.62 0 0 1 0 1.798c-.45.678-1.367 1.932-2.637 3.023C11.67 13.008 9.981 14 8 14c-1.981 0-3.671-.992-4.933-2.078C1.797 10.83.88 9.576.43 8.898a1.62 1.62 0 0 1 0-1.798c.45-.677 1.367-1.931 2.637-3.022C4.33 2.992 6.019 2 8 2ZM1.679 7.932a.12.12 0 0 0 0 .136c.411.622 1.241 1.75 2.366 2.717C5.176 11.758 6.527 12.5 8 12.5c1.473 0 2.825-.742 3.955-1.715 1.124-.967 1.954-2.096 2.366-2.717a.12.12 0 0 0 0-.136c-.412-.621-1.242-1.75-2.366-2.717C10.824 4.242 9.473 3.5 8 3.5c-1.473 0-2.825.742-3.955 1.715-1.124.967-1.954 2.096-2.366 2.717ZM8 10a2 2 0 1 1-.001-3.999A2 2 0 0 1 8 10Z"></path></svg><strong>6</strong> watching</span></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Forks</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/fluxninja/aperture/forks" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-repo-forked mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path></svg><span><strong>36</strong></span><span> forks</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffluxninja%2Faperture&amp;report=fluxninja+%28user%29" data-discover="true"><span>Report repository</span></a></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Releases</span></h2><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Used by</span></h2><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Contributors</span></h2><div class="prc-SkeletonText-SkeletonText--DvUT 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<path d="M10.226 17.284c-2.965-.36-5.054-2.493-5.054-5.256 0-1.123.404-2.336 1.078-3.144-.292-.741-.247-2.314.09-2.965.898-.112 2.111.36 2.83 1.01.853-.269 1.752-.404 2.853-.404 1.1 0 1.999.135 2.807.382.696-.629 1.932-1.1 2.83-.988.315.606.36 2.179.067 2.942.72.854 1.101 2 1.101 3.167 0 2.763-2.089 4.852-5.098 5.234.763.494 1.28 1.572 1.28 2.807v2.336c0 .674.561 1.056 1.235.786 4.066-1.55 7.255-5.615 7.255-10.646C23.5 6.188 18.334 1 11.978 1 5.62 1 .5 6.188.5 12.545c0 4.986 3.167 9.12 7.435 10.669.606.225 1.19-.18 1.19-.786V20.63a2.9 2.9 0 0 1-1.078.224c-1.483 0-2.359-.808-2.987-2.313-.247-.607-.517-.966-1.034-1.033-.27-.023-.359-.135-.359-.27 0-.27.45-.471.898-.471.652 0 1.213.404 1.797 1.235.45.651.921.943 1.483.943.561 0 .92-.202 1.437-.719.382-.381.674-.718.944-.943"></path>
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<span>
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</div>
<nav aria-label="Footer">
<h3 class="sr-only" id="sr-footer-heading">Footer navigation</h3>
<ul class="list-style-none d-flex flex-justify-center flex-wrap mb-2 mb-lg-0" aria-labelledby="sr-footer-heading">
<li class="mx-2">
<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to Terms&quot;,&quot;label&quot;:&quot;text:terms&quot;}" href="https://docs.github.com/site-policy/github-terms/github-terms-of-service" data-view-component="true" class="Link--secondary Link">Terms</a>
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<li class="mx-2">
<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to privacy&quot;,&quot;label&quot;:&quot;text:privacy&quot;}" href="https://docs.github.com/site-policy/privacy-policies/github-privacy-statement" data-view-component="true" class="Link--secondary Link">Privacy</a>
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<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to status&quot;,&quot;label&quot;:&quot;text:status&quot;}" href="https://www.githubstatus.com/" data-view-component="true" class="Link--secondary Link">Status</a>
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<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to community&quot;,&quot;label&quot;:&quot;text:community&quot;}" href="https://github.community/" data-view-component="true" class="Link--secondary Link">Community</a>
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<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to docs&quot;,&quot;label&quot;:&quot;text:docs&quot;}" href="https://docs.github.com/" data-view-component="true" class="Link--secondary Link">Docs</a>
</li>
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<a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to contact&quot;,&quot;label&quot;:&quot;text:contact&quot;}" href="https://support.github.com?tags=dotcom-footer" data-view-component="true" class="Link--secondary Link">Contact</a>
</li>
<li class="mx-2" >
<cookie-consent-link>
<button
type="button"
class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent"
data-action="click:cookie-consent-link#showConsentManagement"
data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;cookies&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;cookies_link_subfooter_footer&quot;}"
>
Manage cookies
</button>
</cookie-consent-link>
</li>
<li class="mx-2">
<cookie-consent-link>
<button
type="button"
class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent text-left"
data-action="click:cookie-consent-link#showConsentManagement"
data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;dont_share_info&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;dont_share_info_link_subfooter_footer&quot;}"
>
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</button>
</cookie-consent-link>
</li>
</ul>
</nav>
</div>
</footer>
<ghcc-consent id="ghcc" class="position-fixed bottom-0 left-0" style="z-index: 999999"
data-locale="en"
data-initial-cookie-consent-allowed=""
data-cookie-consent-required="false"
></ghcc-consent>
<div id="ajax-error-message" class="ajax-error-message flash flash-error" hidden>
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert">
<path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
<button type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
<path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</button>
You can’t perform that action at this time.
</div>
<template id="site-details-dialog">
<details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open>
<summary role="button" aria-label="Close dialog"></summary>
<details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal">
<button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog>
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x">
<path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</button>
<div class="octocat-spinner tmp-my-6 js-details-dialog-spinner"></div>
</details-dialog>
</details>
</template>
<div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;">
<div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;">
</div>
</div>
<template id="snippet-clipboard-copy-button">
<div class="zeroclipboard-container position-absolute right-0 top-0">
<clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2 tmp-m-2">
<path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2 tmp-m-2">
<path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
</clipboard-copy>
</div>
</template>
<template id="snippet-clipboard-copy-button-unpositioned">
<div class="zeroclipboard-container">
<clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w">
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon">
<path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none">
<path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
</clipboard-copy>
</div>
</template>
</div>
<div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div>
<div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div>
</body>
</html>