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Copilot</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">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 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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 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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 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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" 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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 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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 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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 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rel="noreferrer"><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">Blog</span><svg data-component="Octicon" focusable="false" aria-label="External link" class="octicon octicon-link-external" role="img" viewBox="0 0 16 16" width="16" 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 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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" href="https://github.com/marketplace" data-analytics-event="{&quot;action&quot;:&quot;marketplace&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;marketplace_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD 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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 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">Software Development</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=devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_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">DevOps</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=security" data-analytics-event="{&quot;action&quot;:&quot;security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;security_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">Security</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" 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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">Collections</span></a></li></ul></div></li></ul></div></div></li><li><div class="NavDropdown-module__container__l2YeI"><button type="button" class="NavDropdown-module__button__PEHWX" aria-expanded="false" aria-controls="_R_2nd_">Enterprise<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_2nd_" 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1.75 0 0 1-1.756 0L2.119 5.456a1.251 1.251 0 0 1 0-2.162ZM8.125 1.69a.248.248 0 0 0-.25 0l-4.63 2.685 4.63 2.685a.248.248 0 0 0 .25 0l4.63-2.685ZM1.601 7.789a.75.75 0 0 1 1.025-.273l5.249 3.044a.248.248 0 0 0 .25 0l5.249-3.044a.75.75 0 0 1 .752 1.298l-5.248 3.044a1.75 1.75 0 0 1-1.756 0L1.874 8.814A.75.75 0 0 1 1.6 7.789Zm0 3.5a.75.75 0 0 1 1.025-.273l5.249 3.044a.248.248 0 0 0 .25 0l5.249-3.044a.75.75 0 0 1 .752 1.298l-5.248 3.044a1.75 1.75 0 0 1-1.756 0l-5.248-3.044a.75.75 0 0 1-.273-1.025Z"></path></svg>Enterprise platform</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">AI-powered developer platform</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ 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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 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 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NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon 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 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merged","anchor":"vllm-projectsemantic-router--2-merged","htmlText":"vllm-project/semantic-router · 2 merged"},{"level":4,"text":"One-Patch Stops · 6","anchor":"one-patch-stops--6","htmlText":"One-Patch Stops · 6"},{"level":3,"text":"Live Feed — Freshest Merges","anchor":"live-feed--freshest-merges","htmlText":"Live Feed — Freshest Merges"},{"level":2,"text":"Reading Grounds","anchor":"reading-grounds","htmlText":"Reading Grounds"},{"level":2,"text":"A Note","anchor":"a-note","htmlText":"A Note"}]},"issueTemplate":null,"discussionTemplate":null,"richText":"\u003carticle class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv align=\"center\" dir=\"auto\"\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" 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rel=\"nofollow\"\u003e个人博客与成就记录\u003c/a\u003e · \u003ca href=\"https://wzy-personal-notes.franklin20011223.chatgpt.site/learning\" rel=\"nofollow\"\u003eAscend C 学习打卡\u003c/a\u003e · \u003ca href=\"https://wzy-personal-notes.franklin20011223.chatgpt.site/#awards\" rel=\"nofollow\"\u003e竞赛荣誉\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat I Keep Coming Back To\u003c/h2\u003e\u003ca id=\"user-content-what-i-keep-coming-back-to\" class=\"anchor\" aria-label=\"Permalink: What I Keep Coming Back To\" href=\"#what-i-keep-coming-back-to\"\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\u003cstrong\u003ePlatform backends\u003c/strong\u003e: APIs that manage real cluster resources, not just rows in a database.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eKubernetes edges\u003c/strong\u003e: Services, Ingress, cert-manager, RBAC, StatefulSets, storage, pod logs, and exec paths.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOpen-source maintenance\u003c/strong\u003e: small fixes with a reproduction, a reason, and tests when behavior can regress.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAgent infrastructure\u003c/strong\u003e: memory, retrieval, tool calls, and the backend paths agents need when they leave the demo.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow I Work\u003c/h2\u003e\u003ca id=\"user-content-how-i-work\" class=\"anchor\" aria-label=\"Permalink: How I Work\" href=\"#how-i-work\"\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\u003eI read the surrounding code before touching the line that looks guilty.\u003c/li\u003e\n\u003cli\u003eI prefer boring patches in the best sense: narrow, explainable, and easy to review.\u003c/li\u003e\n\u003cli\u003eI enjoy the part where a vague bug becomes a concrete failing path.\u003c/li\u003e\n\u003cli\u003eI tend to build bigger ideas in a fork first, then upstream the pieces that have earned their shape.\u003c/li\u003e\n\u003cli\u003eI care about the last 20%: names, error paths, tests, and whether the next maintainer can follow the trail.\u003c/li\u003e\n\u003c/ul\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMerged Pull Requests\u003c/h2\u003e\u003ca id=\"user-content-merged-pull-requests\" class=\"anchor\" aria-label=\"Permalink: Merged Pull Requests\" href=\"#merged-pull-requests\"\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\u003cp dir=\"auto\"\u003eThe number I watch on GitHub is not stars. It is the patches a maintainer\nread, trusted, and merged — \u003cstrong\u003e48 so far, across 9 upstream repositories\u003c/strong\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eUpstream \u0026amp; Open Source · 48\u003c/h3\u003e\u003ca id=\"user-content-upstream--open-source--48\" class=\"anchor\" aria-label=\"Permalink: Upstream \u0026amp; Open Source · 48\" href=\"#upstream--open-source--48\"\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\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003ca href=\"https://github.com/casosorg/casos\"\u003ecasosorg/casos\u003c/a\u003e · 37 merged\u003c/h4\u003e\u003ca id=\"user-content-casosorgcasos--37-merged\" class=\"anchor\" aria-label=\"Permalink: casosorg/casos · 37 merged\" href=\"#casosorgcasos--37-merged\"\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\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eA Kubernetes-flavored local cloud OS, and my main upstream: App Store installs, worker nodes, certificates, RBAC, Services, storage, and the CI that guards them.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003eAll 37 merged PRs\u003c/b\u003e\u003c/summary\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ePR\u003c/th\u003e\n\u003cth\u003eChange\u003c/th\u003e\n\u003cth\u003eMerged\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/159\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/159/hovercard\"\u003e#159\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: enable gzip for static frontend assets\u003c/td\u003e\n\u003ctd\u003e2026-08-18\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/158\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/158/hovercard\"\u003e#158\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add first-run setup checklist\u003c/td\u003e\n\u003ctd\u003e2026-08-18\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/154\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/154/hovercard\"\u003e#154\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: replace machine form tooltip placeholders\u003c/td\u003e\n\u003ctd\u003e2026-08-18\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/152\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/152/hovercard\"\u003e#152\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: report incomplete cluster health\u003c/td\u003e\n\u003ctd\u003e2026-08-18\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/147\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/147/hovercard\"\u003e#147\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003eci: create the release as a draft from the start\u003c/td\u003e\n\u003ctd\u003e2026-08-15\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/146\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/146/hovercard\"\u003e#146\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add one-click installers\u003c/td\u003e\n\u003ctd\u003e2026-08-15\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/142\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/142/hovercard\"\u003e#142\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: repair Helm release upgrade flow\u003c/td\u003e\n\u003ctd\u003e2026-08-13\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/140\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/140/hovercard\"\u003e#140\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: only rewrite a WSL worker's apiserver address when it is unreachable\u003c/td\u003e\n\u003ctd\u003e2026-08-09\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/141\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/141/hovercard\"\u003e#141\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: fix failed UI test about \"Add Local WSL\" button\u003c/td\u003e\n\u003ctd\u003e2026-08-09\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/118\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/118/hovercard\"\u003e#118\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add control plane egress policy\u003c/td\u003e\n\u003ctd\u003e2026-08-06\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/116\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/116/hovercard\"\u003e#116\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: strengthen Helm compatibility validation\u003c/td\u003e\n\u003ctd\u003e2026-08-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/115\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/115/hovercard\"\u003e#115\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: retry Helm downloads and extend install timeout\u003c/td\u003e\n\u003ctd\u003e2026-08-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/114\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/114/hovercard\"\u003e#114\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: stabilize app store install lifecycle\u003c/td\u003e\n\u003ctd\u003e2026-08-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/109\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/109/hovercard\"\u003e#109\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: harden app store install defaults\u003c/td\u003e\n\u003ctd\u003e2026-08-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/106\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/106/hovercard\"\u003e#106\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: provide default application access data plane\u003c/td\u003e\n\u003ctd\u003e2026-08-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/111\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/111/hovercard\"\u003e#111\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: make implicit image pull policy opt-in\u003c/td\u003e\n\u003ctd\u003e2026-07-25\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/108\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/108/hovercard\"\u003e#108\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: validate helm chart readiness and compatibility\u003c/td\u003e\n\u003ctd\u003e2026-07-25\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/105\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/105/hovercard\"\u003e#105\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: stabilize worker DNS bootstrap\u003c/td\u003e\n\u003ctd\u003e2026-07-25\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/103\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/103/hovercard\"\u003e#103\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: persist helm install lifecycle\u003c/td\u003e\n\u003ctd\u003e2026-07-24\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/110\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/110/hovercard\"\u003e#110\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: pin cluster images in CI\u003c/td\u003e\n\u003ctd\u003e2026-07-23\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/102\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/102/hovercard\"\u003e#102\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add managed flannel overlay networking\u003c/td\u003e\n\u003ctd\u003e2026-07-21\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/96\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/96/hovercard\"\u003e#96\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: bootstrap local app store platform dependencies\u003c/td\u003e\n\u003ctd\u003e2026-07-09\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/97\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/97/hovercard\"\u003e#97\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: improve app store install flow diagnostics\u003c/td\u003e\n\u003ctd\u003e2026-07-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/94\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/94/hovercard\"\u003e#94\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: finish worker deployment after delayed node readiness\u003c/td\u003e\n\u003ctd\u003e2026-07-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/93\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/93/hovercard\"\u003e#93\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: normalize helm kube version compatibility\u003c/td\u003e\n\u003ctd\u003e2026-07-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/95\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/95/hovercard\"\u003e#95\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: regenerate mismatched apiserver CA artifacts\u003c/td\u003e\n\u003ctd\u003e2026-07-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/91\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/91/hovercard\"\u003e#91\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: stabilize Helm App Store installs\u003c/td\u003e\n\u003ctd\u003e2026-07-04\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/90\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/90/hovercard\"\u003e#90\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: run App Store UI regression tests with worker node\u003c/td\u003e\n\u003ctd\u003e2026-07-04\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/89\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/89/hovercard\"\u003e#89\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: refresh apiserver serving certificate for changed IPs\u003c/td\u003e\n\u003ctd\u003e2026-07-04\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/86\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/86/hovercard\"\u003e#86\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: add Playwright UI smoke and worker-node deploy/repair regression tests\u003c/td\u003e\n\u003ctd\u003e2026-06-30\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/84\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/84/hovercard\"\u003e#84\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add backend e2e ui tests\u003c/td\u003e\n\u003ctd\u003e2026-06-26\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/74\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/74/hovercard\"\u003e#74\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add automatic worker node deployment\u003c/td\u003e\n\u003ctd\u003e2026-06-24\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/72\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/72/hovercard\"\u003e#72\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: restore local access for NodePort services\u003c/td\u003e\n\u003ctd\u003e2026-06-21\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/73\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/73/hovercard\"\u003e#73\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat: add PVC mount support for StatefulSets\u003c/td\u003e\n\u003ctd\u003e2026-06-21\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/71\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/71/hovercard\"\u003e#71\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: support ExternalName services in service management\u003c/td\u003e\n\u003ctd\u003e2026-06-20\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/70\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/70/hovercard\"\u003e#70\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: reject invalid roleRef kind for cluster role bindings\u003c/td\u003e\n\u003ctd\u003e2026-06-19\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/69\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/69/hovercard\"\u003e#69\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: require sign in for protected API endpoints\u003c/td\u003e\n\u003ctd\u003e2026-06-19\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003c/details\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003ca href=\"https://github.com/AstrBotDevs/AstrBot\"\u003eAstrBotDevs/AstrBot\u003c/a\u003e · 3 merged\u003c/h4\u003e\u003ca id=\"user-content-astrbotdevsastrbot--3-merged\" class=\"anchor\" aria-label=\"Permalink: AstrBotDevs/AstrBot · 3 merged\" href=\"#astrbotdevsastrbot--3-merged\"\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\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eAn agentic chat platform — security and robustness fixes at the upload, image, and HTTP-client edges.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ePR\u003c/th\u003e\n\u003cth\u003eChange\u003c/th\u003e\n\u003cth\u003eMerged\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/AstrBotDevs/AstrBot/pull/7773\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/AstrBotDevs/AstrBot/pull/7773/hovercard\"\u003e#7773\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: align OpenAI http_client with SDK httpx\u003c/td\u003e\n\u003ctd\u003e2026-04-30\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/AstrBotDevs/AstrBot/pull/7807\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/AstrBotDevs/AstrBot/pull/7807/hovercard\"\u003e#7807\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix(core): downscale oversized images\u003c/td\u003e\n\u003ctd\u003e2026-04-26\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/AstrBotDevs/AstrBot/pull/7751\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/AstrBotDevs/AstrBot/pull/7751/hovercard\"\u003e#7751\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: prevent path traversal in file uploads\u003c/td\u003e\n\u003ctd\u003e2026-04-24\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003ca href=\"https://github.com/vllm-project/semantic-router\"\u003evllm-project/semantic-router\u003c/a\u003e · 2 merged\u003c/h4\u003e\u003ca id=\"user-content-vllm-projectsemantic-router--2-merged\" class=\"anchor\" aria-label=\"Permalink: vllm-project/semantic-router · 2 merged\" href=\"#vllm-projectsemantic-router--2-merged\"\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\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003ePR\u003c/th\u003e\n\u003cth\u003eChange\u003c/th\u003e\n\u003cth\u003eMerged\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/vllm-project/semantic-router/pull/3115\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/vllm-project/semantic-router/pull/3115/hovercard\"\u003e#3115\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e[Test] Cover OpenAI system cache_control translation\u003c/td\u003e\n\u003ctd\u003e2026-09-01\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/vllm-project/semantic-router/pull/3085\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/vllm-project/semantic-router/pull/3085/hovercard\"\u003e#3085\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e[Bug] Preserve the prompt guard mapping default\u003c/td\u003e\n\u003ctd\u003e2026-08-29\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOne-Patch Stops · 6\u003c/h4\u003e\u003ca id=\"user-content-one-patch-stops--6\" class=\"anchor\" aria-label=\"Permalink: One-Patch Stops · 6\" href=\"#one-patch-stops--6\"\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\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eSmall, sharp fixes in tools I actually use.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eRepository\u003c/th\u003e\n\u003cth\u003ePR\u003c/th\u003e\n\u003cth\u003eChange\u003c/th\u003e\n\u003cth\u003eMerged\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/kvcache-ai/Mooncake\"\u003ekvcache-ai/Mooncake\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/kvcache-ai/Mooncake/pull/3836\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/kvcache-ai/Mooncake/pull/3836/hovercard\"\u003e#3836\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e[TENT] Add configuration lifecycle foundation\u003c/td\u003e\n\u003ctd\u003e2026-09-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/vllm-project/vllm\"\u003evllm-project/vllm\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/vllm-project/vllm/pull/41357\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/vllm-project/vllm/pull/41357/hovercard\"\u003e#41357\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e[Bugfix] Prevent stale multiproc RPC deadlines from becoming unbounded waits\u003c/td\u003e\n\u003ctd\u003e2026-07-29\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/kine\"\u003ecasosorg/kine\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casosorg/kine/pull/1\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/kine/pull/1/hovercard\"\u003e#1\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix: keep Kine MySQL revisions ordered\u003c/td\u003e\n\u003ctd\u003e2026-07-19\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/MoonshotAI/kimi-cli\"\u003eMoonshotAI/kimi-cli\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/MoonshotAI/kimi-cli/pull/2132\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/MoonshotAI/kimi-cli/pull/2132/hovercard\"\u003e#2132\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efix(acp): replay session history on load\u003c/td\u003e\n\u003ctd\u003e2026-05-28\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/libra-tools/libra\"\u003elibra-tools/libra\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/libra-tools/libra/pull/364\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/libra-tools/libra/pull/364/hovercard\"\u003e#364\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003efeat(clean): add -d, -x, -X, --exclude flags\u003c/td\u003e\n\u003ctd\u003e2026-05-08\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/deepseek-ai/awesome-deepseek-agent\"\u003edeepseek-ai/awesome-deepseek-agent\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/deepseek-ai/awesome-deepseek-agent/pull/27\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/deepseek-ai/awesome-deepseek-agent/pull/27/hovercard\"\u003e#27\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003eAdd WorkBuddy DeepSeek V4 guide\u003c/td\u003e\n\u003ctd\u003e2026-04-30\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLive Feed — Freshest Merges\u003c/h3\u003e\u003ca id=\"user-content-live-feed--freshest-merges\" class=\"anchor\" aria-label=\"Permalink: Live Feed — Freshest Merges\" href=\"#live-feed--freshest-merges\"\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\u003cem\u003eUpdated nightly by \u003ca href=\"https://github.com/bugkeep/bugkeep/blob/master/.github/workflows/merged-prs.yml\"\u003ea small GitHub Actions workflow\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kvcache-ai/Mooncake/pull/3836\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/kvcache-ai/Mooncake/pull/3836/hovercard\"\u003ekvcache-ai/Mooncake#3836\u003c/a\u003e - [TENT] Add configuration lifecycle foundation (merged 2026-09-08)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vllm-project/semantic-router/pull/3115\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/vllm-project/semantic-router/pull/3115/hovercard\"\u003evllm-project/semantic-router#3115\u003c/a\u003e - [Test] Cover OpenAI system cache_control translation (merged 2026-09-01)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/vllm-project/semantic-router/pull/3085\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/vllm-project/semantic-router/pull/3085/hovercard\"\u003evllm-project/semantic-router#3085\u003c/a\u003e - [Bug] Preserve the prompt guard mapping default (merged 2026-08-29)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/159\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/159/hovercard\"\u003ecasosorg/casos#159\u003c/a\u003e - fix: enable gzip for static frontend assets (merged 2026-08-18)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/158\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/158/hovercard\"\u003ecasosorg/casos#158\u003c/a\u003e - feat: add first-run setup checklist (merged 2026-08-18)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/154\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/154/hovercard\"\u003ecasosorg/casos#154\u003c/a\u003e - fix: replace machine form tooltip placeholders (merged 2026-08-18)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/152\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/152/hovercard\"\u003ecasosorg/casos#152\u003c/a\u003e - fix: report incomplete cluster health (merged 2026-08-18)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/147\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/147/hovercard\"\u003ecasosorg/casos#147\u003c/a\u003e - ci: create the release as a draft from the start (merged 2026-08-15)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/146\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/146/hovercard\"\u003ecasosorg/casos#146\u003c/a\u003e - feat: add one-click installers (merged 2026-08-15)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/casosorg/casos/pull/142\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/casosorg/casos/pull/142/hovercard\"\u003ecasosorg/casos#142\u003c/a\u003e - fix: repair Helm release upgrade flow (merged 2026-08-13)\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eReading Grounds\u003c/h2\u003e\u003ca id=\"user-content-reading-grounds\" class=\"anchor\" aria-label=\"Permalink: Reading Grounds\" href=\"#reading-grounds\"\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\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eRepository\u003c/th\u003e\n\u003cth\u003eWhy it stays open\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/TencentCloud/TencentDB-Agent-Memory\"\u003eTencentDB Agent Memory\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003eLayered memory, hybrid retrieval, and agent memory as backend infrastructure.\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/casdoor/casdoor\"\u003ecasdoor/casdoor\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003eAuth, OIDC, and identity systems — platform backends eventually meet permissions.\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/bugkeep/casbin-pycasbin\"\u003eapache/casbin-pycasbin\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003ePolicy-engine reading ground for RBAC details and permission-model thinking.\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eA Note\u003c/h2\u003e\u003ca id=\"user-content-a-note\" class=\"anchor\" aria-label=\"Permalink: A Note\" href=\"#a-note\"\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\"\u003eI keep this profile less like a CV and more like a workbench. The interesting\npart is not a label; it is the trail of small decisions that make a system less\nmysterious than it was yesterday.\u003c/p\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://raw.githubusercontent.com/bugkeep/bugkeep/output/github-contribution-grid-snake.svg\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/bugkeep/bugkeep/output/github-contribution-grid-snake.svg\" alt=\"contribution snake\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/e57850abe59d86a53d6c2a31f13b452ff73c0cb2275e7cad428c83a42bdf058a/68747470733a2f2f63617073756c652d72656e6465722e76657263656c2e6170702f6170693f747970653d776176696e6726636f6c6f723d303a3234334235352c3130303a313431453330266865696768743d3131302673656374696f6e3d666f6f746572\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/e57850abe59d86a53d6c2a31f13b452ff73c0cb2275e7cad428c83a42bdf058a/68747470733a2f2f63617073756c652d72656e6465722e76657263656c2e6170702f6170693f747970653d776176696e6726636f6c6f723d303a3234334235352c3130303a313431453330266865696768743d3131302673656374696f6e3d666f6f746572\" width=\"100%\" data-canonical-src=\"https://capsule-render.vercel.app/api?type=waving\u0026amp;color=0:243B55,100:141E30\u0026amp;height=110\u0026amp;section=footer\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003c/div\u003e\n\u003c/article\u003e","richTextTruncated":false,"renderedFileInfo":null,"symbols":{"timed_out":false,"not_analyzed":false,"symbols":[{"name":"What I Keep Coming Back To","fully_qualified_name":"What I Keep Coming Back 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align=\"center\"\u003e","","\u003cimg src=\"https://capsule-render.vercel.app/api?type=waving\u0026color=0:141E30,100:243B55\u0026height=200\u0026section=header\u0026text=bugkeep\u0026fontSize=56\u0026fontColor=F5F6FA\u0026fontAlignY=40\u0026desc=cloud-native%20backends%20%C2%B7%20kubernetes-shaped%20systems%20%C2%B7%20patches%20that%20last\u0026descSize=15\u0026descAlignY=62\" width=\"100%\" /\u003e","","I like backend work that gets close to real infrastructure: Kubernetes","resources, auth boundaries, storage, networking, CI, and the quiet glue that","turns a feature into something maintainers can actually merge.","","![Go](https://img.shields.io/badge/-Go-00ADD8?style=flat-square\u0026logo=go\u0026logoColor=white)","![Python](https://img.shields.io/badge/-Python-3776AB?style=flat-square\u0026logo=python\u0026logoColor=white)","![JavaScript](https://img.shields.io/badge/-JavaScript-F7DF1E?style=flat-square\u0026logo=javascript\u0026logoColor=black)","![Kubernetes](https://img.shields.io/badge/-Kubernetes-326CE5?style=flat-square\u0026logo=kubernetes\u0026logoColor=white)","![Helm](https://img.shields.io/badge/-Helm-0F1689?style=flat-square\u0026logo=helm\u0026logoColor=white)","![MySQL](https://img.shields.io/badge/-MySQL-4479A1?style=flat-square\u0026logo=mysql\u0026logoColor=white)","![React](https://img.shields.io/badge/-React-61DAFB?style=flat-square\u0026logo=react\u0026logoColor=black)","![Playwright](https://img.shields.io/badge/-Playwright-2EAD33?style=flat-square\u0026logo=playwright\u0026logoColor=white)","","\u003c!--START_SECTION:merged_pr_stats--\u003e","![upstream PRs](https://img.shields.io/badge/upstream_PRs-48-238636?style=flat-square\u0026logo=github\u0026logoColor=white)","![upstream repos](https://img.shields.io/badge/upstream_repos-9-1F6FEB?style=flat-square\u0026logo=github\u0026logoColor=white)","\u003c!--END_SECTION:merged_pr_stats--\u003e","![building since](https://img.shields.io/badge/building_since-2023-8957E5?style=flat-square\u0026logo=github\u0026logoColor=white)","","\u003c/div\u003e","","---","","[个人博客与成就记录](https://wzy-personal-notes.franklin20011223.chatgpt.site) · [Ascend C 学习打卡](https://wzy-personal-notes.franklin20011223.chatgpt.site/learning) · [竞赛荣誉](https://wzy-personal-notes.franklin20011223.chatgpt.site/#awards)","","## What I Keep Coming Back To","","- **Platform backends**: APIs that manage real cluster resources, not just rows in a database.","- **Kubernetes edges**: Services, Ingress, cert-manager, RBAC, StatefulSets, storage, pod logs, and exec paths.","- **Open-source maintenance**: small fixes with a reproduction, a reason, and tests when behavior can regress.","- **Agent infrastructure**: memory, retrieval, tool calls, and the backend paths agents need when they leave the demo.","","## How I Work","","- I read the surrounding code before touching the line that looks guilty.","- I prefer boring patches in the best sense: narrow, explainable, and easy to review.","- I enjoy the part where a vague bug becomes a concrete failing path.","- I tend to build bigger ideas in a fork first, then upstream the pieces that have earned their shape.","- I care about the last 20%: names, error paths, tests, and whether the next maintainer can follow the trail.","","---","","## Merged Pull Requests","","\u003c!--START_SECTION:merged_prs_showcase--\u003e","The number I watch on GitHub is not stars. It is the patches a maintainer","read, trusted, and merged — **48 so far, across 9 upstream repositories**.","","### Upstream \u0026 Open Source · 48","","#### [casosorg/casos](https://github.com/casosorg/casos) · 37 merged","","\u003e A Kubernetes-flavored local cloud OS, and my main upstream: App Store installs, worker nodes, certificates, RBAC, Services, storage, and the CI that guards them.","","\u003cdetails\u003e","\u003csummary\u003e\u003cb\u003eAll 37 merged PRs\u003c/b\u003e\u003c/summary\u003e","","| PR | Change | Merged |","| --- | --- | --- |","| [#159](https://github.com/casosorg/casos/pull/159) | fix: enable gzip for static frontend assets | 2026-08-18 |","| [#158](https://github.com/casosorg/casos/pull/158) | feat: add first-run setup checklist | 2026-08-18 |","| [#154](https://github.com/casosorg/casos/pull/154) | fix: replace machine form tooltip placeholders | 2026-08-18 |","| [#152](https://github.com/casosorg/casos/pull/152) | fix: report incomplete cluster health | 2026-08-18 |","| [#147](https://github.com/casosorg/casos/pull/147) | ci: create the release as a draft from the start | 2026-08-15 |","| [#146](https://github.com/casosorg/casos/pull/146) | feat: add one-click installers | 2026-08-15 |","| [#142](https://github.com/casosorg/casos/pull/142) | fix: repair Helm release upgrade flow | 2026-08-13 |","| [#140](https://github.com/casosorg/casos/pull/140) | fix: only rewrite a WSL worker's apiserver address when it is unreachable | 2026-08-09 |","| [#141](https://github.com/casosorg/casos/pull/141) | fix: fix failed UI test about \"Add Local WSL\" button | 2026-08-09 |","| [#118](https://github.com/casosorg/casos/pull/118) | feat: add control plane egress policy | 2026-08-06 |","| [#116](https://github.com/casosorg/casos/pull/116) | feat: strengthen Helm compatibility validation | 2026-08-01 |","| [#115](https://github.com/casosorg/casos/pull/115) | fix: retry Helm downloads and extend install timeout | 2026-08-01 |","| [#114](https://github.com/casosorg/casos/pull/114) | fix: stabilize app store install lifecycle | 2026-08-01 |","| [#109](https://github.com/casosorg/casos/pull/109) | fix: harden app store install defaults | 2026-08-01 |","| [#106](https://github.com/casosorg/casos/pull/106) | feat: provide default application access data plane | 2026-08-01 |","| [#111](https://github.com/casosorg/casos/pull/111) | fix: make implicit image pull policy opt-in | 2026-07-25 |","| [#108](https://github.com/casosorg/casos/pull/108) | fix: validate helm chart readiness and compatibility | 2026-07-25 |","| [#105](https://github.com/casosorg/casos/pull/105) | fix: stabilize worker DNS bootstrap | 2026-07-25 |","| [#103](https://github.com/casosorg/casos/pull/103) | feat: persist helm install lifecycle | 2026-07-24 |","| [#110](https://github.com/casosorg/casos/pull/110) | fix: pin cluster images in CI | 2026-07-23 |","| [#102](https://github.com/casosorg/casos/pull/102) | feat: add managed flannel overlay networking | 2026-07-21 |","| [#96](https://github.com/casosorg/casos/pull/96) | fix: bootstrap local app store platform dependencies | 2026-07-09 |","| [#97](https://github.com/casosorg/casos/pull/97) | fix: improve app store install flow diagnostics | 2026-07-08 |","| [#94](https://github.com/casosorg/casos/pull/94) | fix: finish worker deployment after delayed node readiness | 2026-07-08 |","| [#93](https://github.com/casosorg/casos/pull/93) | fix: normalize helm kube version compatibility | 2026-07-08 |","| [#95](https://github.com/casosorg/casos/pull/95) | fix: regenerate mismatched apiserver CA artifacts | 2026-07-08 |","| [#91](https://github.com/casosorg/casos/pull/91) | fix: stabilize Helm App Store installs | 2026-07-04 |","| [#90](https://github.com/casosorg/casos/pull/90) | fix: run App Store UI regression tests with worker node | 2026-07-04 |","| [#89](https://github.com/casosorg/casos/pull/89) | fix: refresh apiserver serving certificate for changed IPs | 2026-07-04 |","| [#86](https://github.com/casosorg/casos/pull/86) | fix: add Playwright UI smoke and worker-node deploy/repair regression tests | 2026-06-30 |","| [#84](https://github.com/casosorg/casos/pull/84) | feat: add backend e2e ui tests | 2026-06-26 |","| [#74](https://github.com/casosorg/casos/pull/74) | feat: add automatic worker node deployment | 2026-06-24 |","| [#72](https://github.com/casosorg/casos/pull/72) | fix: restore local access for NodePort services | 2026-06-21 |","| [#73](https://github.com/casosorg/casos/pull/73) | feat: add PVC mount support for StatefulSets | 2026-06-21 |","| [#71](https://github.com/casosorg/casos/pull/71) | fix: support ExternalName services in service management | 2026-06-20 |","| [#70](https://github.com/casosorg/casos/pull/70) | fix: reject invalid roleRef kind for cluster role bindings | 2026-06-19 |","| [#69](https://github.com/casosorg/casos/pull/69) | fix: require sign in for protected API endpoints | 2026-06-19 |","","\u003c/details\u003e","","#### [AstrBotDevs/AstrBot](https://github.com/AstrBotDevs/AstrBot) · 3 merged","","\u003e An agentic chat platform — security and robustness fixes at the upload, image, and HTTP-client edges.","","| PR | Change | Merged |","| --- | --- | --- |","| [#7773](https://github.com/AstrBotDevs/AstrBot/pull/7773) | fix: align OpenAI http_client with SDK httpx | 2026-04-30 |","| [#7807](https://github.com/AstrBotDevs/AstrBot/pull/7807) | fix(core): downscale oversized images | 2026-04-26 |","| [#7751](https://github.com/AstrBotDevs/AstrBot/pull/7751) | fix: prevent path traversal in file uploads | 2026-04-24 |","","#### [vllm-project/semantic-router](https://github.com/vllm-project/semantic-router) · 2 merged","","| PR | Change | Merged |","| --- | --- | --- |","| [#3115](https://github.com/vllm-project/semantic-router/pull/3115) | [Test] Cover OpenAI system cache_control translation | 2026-09-01 |","| [#3085](https://github.com/vllm-project/semantic-router/pull/3085) | [Bug] Preserve the prompt guard mapping default | 2026-08-29 |","","#### One-Patch Stops · 6","","\u003e Small, sharp fixes in tools I actually use.","","| Repository | PR | Change | Merged |","| --- | --- | --- | --- |","| [kvcache-ai/Mooncake](https://github.com/kvcache-ai/Mooncake) | [#3836](https://github.com/kvcache-ai/Mooncake/pull/3836) | [TENT] Add configuration lifecycle foundation | 2026-09-08 |","| [vllm-project/vllm](https://github.com/vllm-project/vllm) | [#41357](https://github.com/vllm-project/vllm/pull/41357) | [Bugfix] Prevent stale multiproc RPC deadlines from becoming unbounded waits | 2026-07-29 |","| [casosorg/kine](https://github.com/casosorg/kine) | [#1](https://github.com/casosorg/kine/pull/1) | fix: keep Kine MySQL revisions ordered | 2026-07-19 |","| [MoonshotAI/kimi-cli](https://github.com/MoonshotAI/kimi-cli) | [#2132](https://github.com/MoonshotAI/kimi-cli/pull/2132) | fix(acp): replay session history on load | 2026-05-28 |","| [libra-tools/libra](https://github.com/libra-tools/libra) | [#364](https://github.com/libra-tools/libra/pull/364) | feat(clean): add -d, -x, -X, --exclude flags | 2026-05-08 |","| [deepseek-ai/awesome-deepseek-agent](https://github.com/deepseek-ai/awesome-deepseek-agent) | [#27](https://github.com/deepseek-ai/awesome-deepseek-agent/pull/27) | Add WorkBuddy DeepSeek V4 guide | 2026-04-30 |","","### Live Feed — Freshest Merges","","_Updated nightly by [a small GitHub Actions workflow](https://github.com/bugkeep/bugkeep/blob/master/.github/workflows/merged-prs.yml)._","","- [kvcache-ai/Mooncake#3836](https://github.com/kvcache-ai/Mooncake/pull/3836) - [TENT] Add configuration lifecycle foundation (merged 2026-09-08)","- [vllm-project/semantic-router#3115](https://github.com/vllm-project/semantic-router/pull/3115) - [Test] Cover OpenAI system cache_control translation (merged 2026-09-01)","- [vllm-project/semantic-router#3085](https://github.com/vllm-project/semantic-router/pull/3085) - [Bug] Preserve the prompt guard mapping default (merged 2026-08-29)","- [casosorg/casos#159](https://github.com/casosorg/casos/pull/159) - fix: enable gzip for static frontend assets (merged 2026-08-18)","- [casosorg/casos#158](https://github.com/casosorg/casos/pull/158) - feat: add first-run setup checklist (merged 2026-08-18)","- [casosorg/casos#154](https://github.com/casosorg/casos/pull/154) - fix: replace machine form tooltip placeholders (merged 2026-08-18)","- [casosorg/casos#152](https://github.com/casosorg/casos/pull/152) - fix: report incomplete cluster health (merged 2026-08-18)","- [casosorg/casos#147](https://github.com/casosorg/casos/pull/147) - ci: create the release as a draft from the start (merged 2026-08-15)","- [casosorg/casos#146](https://github.com/casosorg/casos/pull/146) - feat: add one-click installers (merged 2026-08-15)","- [casosorg/casos#142](https://github.com/casosorg/casos/pull/142) - fix: repair Helm release upgrade flow (merged 2026-08-13)","\u003c!--END_SECTION:merged_prs_showcase--\u003e","","---","","## Reading Grounds","","| Repository | Why it stays open |","| --- | --- |","| [TencentDB Agent Memory](https://github.com/TencentCloud/TencentDB-Agent-Memory) | Layered memory, hybrid retrieval, and agent memory as backend infrastructure. |","| [casdoor/casdoor](https://github.com/casdoor/casdoor) | Auth, OIDC, and identity systems — platform backends eventually meet permissions. |","| [apache/casbin-pycasbin](https://github.com/bugkeep/casbin-pycasbin) | Policy-engine reading ground for RBAC details and permission-model thinking. |","","## A Note","","I keep this profile less like a CV and more like a workbench. The interesting","part is not a label; it is the trail of small decisions that make a system less","mysterious than it was yesterday.","","\u003cdiv align=\"center\"\u003e","","![contribution snake](https://raw.githubusercontent.com/bugkeep/bugkeep/output/github-contribution-grid-snake.svg)","","\u003cimg src=\"https://capsule-render.vercel.app/api?type=waving\u0026color=0:243B55,100:141E30\u0026height=110\u0026section=footer\" width=\"100%\" 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5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5ZM2 14a1 1 0 1 1 0-2 1 1 0 0 1 0 2Zm1-6a1 1 0 1 1-2 0 1 1 0 0 1 2 0ZM2 4a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="n" data-component="Tooltip" aria-hidden="true" id="_R_3ucpala9lik5_">Outline</span><div class="react-blob-header-edit-and-raw-actions-combined"><button data-component="IconButton" type="button" title="More file actions" data-testid="more-file-actions-button" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-9n-Xk js-blob-dropdown-click BlobViewHeader-module__IconButton__XrMQY prc-Button-IconButton-fyge7" data-loading="false" data-no-visuals="true" data-size="small" data-variant="invisible" aria-labelledby="_R_fkecpala9lik5_" id="_R_kecpala9lik5_"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path></svg></button><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="nw" data-component="Tooltip" aria-hidden="true" id="_R_fkecpala9lik5_">Edit and raw actions</span></div></div></div></div><div></div></div><div class="BlobViewContent-module__blobContentWrapper__JS0W6"><section aria-labelledby="file-name-id-wide file-name-id-mobile" class="BlobContent-module__blobContentSection__VOgZq BlobContent-module__blobContentSectionMarkdown__mPLOK" style="margin-top:46px"><div class="js-snippet-clipboard-copy-unpositioned BlobContent-module__markdownBlob__T8jpG" data-hpc="true" containertiming="hpc"><article class="markdown-body entry-content container-lg" itemprop="text"><div align="center" dir="auto">
<a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/46accdb077e377c80bce3a34ddf6609956e32430688b64ec45cb2748d1d09335/68747470733a2f2f63617073756c652d72656e6465722e76657263656c2e6170702f6170693f747970653d776176696e6726636f6c6f723d303a3134314533302c3130303a323433423535266865696768743d3230302673656374696f6e3d68656164657226746578743d6275676b65657026666f6e7453697a653d353626666f6e74436f6c6f723d46354636464126666f6e74416c69676e593d343026646573633d636c6f75642d6e61746976652532306261636b656e64732532302543322542372532306b756265726e657465732d73686170656425323073797374656d7325323025433225423725323070617463686573253230746861742532306c617374266465736353697a653d31352664657363416c69676e593d3632"><img src="https://camo.githubusercontent.com/46accdb077e377c80bce3a34ddf6609956e32430688b64ec45cb2748d1d09335/68747470733a2f2f63617073756c652d72656e6465722e76657263656c2e6170702f6170693f747970653d776176696e6726636f6c6f723d303a3134314533302c3130303a323433423535266865696768743d3230302673656374696f6e3d68656164657226746578743d6275676b65657026666f6e7453697a653d353626666f6e74436f6c6f723d46354636464126666f6e74416c69676e593d343026646573633d636c6f75642d6e61746976652532306261636b656e64732532302543322542372532306b756265726e657465732d73686170656425323073797374656d7325323025433225423725323070617463686573253230746861742532306c617374266465736353697a653d31352664657363416c69676e593d3632" width="100%" data-canonical-src="https://capsule-render.vercel.app/api?type=waving&amp;color=0:141E30,100:243B55&amp;height=200&amp;section=header&amp;text=bugkeep&amp;fontSize=56&amp;fontColor=F5F6FA&amp;fontAlignY=40&amp;desc=cloud-native%20backends%20%C2%B7%20kubernetes-shaped%20systems%20%C2%B7%20patches%20that%20last&amp;descSize=15&amp;descAlignY=62" style="max-width: 100%;"></a>
<p dir="auto">I like backend work that gets close to real infrastructure: Kubernetes
resources, auth boundaries, storage, networking, CI, and the quiet glue that
turns a feature into something maintainers can actually merge.</p>
<p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/1267b6297814d3687bbeec296e80313269342d8d42a28884408e172f935fdb4c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d476f2d3030414444383f7374796c653d666c61742d737175617265266c6f676f3d676f266c6f676f436f6c6f723d7768697465"><img src="https://camo.githubusercontent.com/1267b6297814d3687bbeec296e80313269342d8d42a28884408e172f935fdb4c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d476f2d3030414444383f7374796c653d666c61742d737175617265266c6f676f3d676f266c6f676f436f6c6f723d7768697465" alt="Go" data-canonical-src="https://img.shields.io/badge/-Go-00ADD8?style=flat-square&amp;logo=go&amp;logoColor=white" style="max-width: 100%;"></a>
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<hr>
<p dir="auto"><a href="https://wzy-personal-notes.franklin20011223.chatgpt.site" rel="nofollow">个人博客与成就记录</a> · <a href="https://wzy-personal-notes.franklin20011223.chatgpt.site/learning" rel="nofollow">Ascend C 学习打卡</a> · <a href="https://wzy-personal-notes.franklin20011223.chatgpt.site/#awards" rel="nofollow">竞赛荣誉</a></p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What I Keep Coming Back To</h2><a id="user-content-what-i-keep-coming-back-to" class="anchor" aria-label="Permalink: What I Keep Coming Back To" href="#what-i-keep-coming-back-to"><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><strong>Platform backends</strong>: APIs that manage real cluster resources, not just rows in a database.</li>
<li><strong>Kubernetes edges</strong>: Services, Ingress, cert-manager, RBAC, StatefulSets, storage, pod logs, and exec paths.</li>
<li><strong>Open-source maintenance</strong>: small fixes with a reproduction, a reason, and tests when behavior can regress.</li>
<li><strong>Agent infrastructure</strong>: memory, retrieval, tool calls, and the backend paths agents need when they leave the demo.</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How I Work</h2><a id="user-content-how-i-work" class="anchor" aria-label="Permalink: How I Work" href="#how-i-work"><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>I read the surrounding code before touching the line that looks guilty.</li>
<li>I prefer boring patches in the best sense: narrow, explainable, and easy to review.</li>
<li>I enjoy the part where a vague bug becomes a concrete failing path.</li>
<li>I tend to build bigger ideas in a fork first, then upstream the pieces that have earned their shape.</li>
<li>I care about the last 20%: names, error paths, tests, and whether the next maintainer can follow the trail.</li>
</ul>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Merged Pull Requests</h2><a id="user-content-merged-pull-requests" class="anchor" aria-label="Permalink: Merged Pull Requests" href="#merged-pull-requests"><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">The number I watch on GitHub is not stars. It is the patches a maintainer
read, trusted, and merged — <strong>48 so far, across 9 upstream repositories</strong>.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Upstream &amp; Open Source · 48</h3><a id="user-content-upstream--open-source--48" class="anchor" aria-label="Permalink: Upstream &amp; Open Source · 48" href="#upstream--open-source--48"><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"><h4 tabindex="-1" class="heading-element" dir="auto"><a href="https://github.com/casosorg/casos">casosorg/casos</a> · 37 merged</h4><a id="user-content-casosorgcasos--37-merged" class="anchor" aria-label="Permalink: casosorg/casos · 37 merged" href="#casosorgcasos--37-merged"><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>
<blockquote>
<p dir="auto">A Kubernetes-flavored local cloud OS, and my main upstream: App Store installs, worker nodes, certificates, RBAC, Services, storage, and the CI that guards them.</p>
</blockquote>
<details>
<summary><b>All 37 merged PRs</b></summary>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>PR</th>
<th>Change</th>
<th>Merged</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/159" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/159/hovercard">#159</a></td>
<td>fix: enable gzip for static frontend assets</td>
<td>2026-08-18</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/158" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/158/hovercard">#158</a></td>
<td>feat: add first-run setup checklist</td>
<td>2026-08-18</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/154" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/154/hovercard">#154</a></td>
<td>fix: replace machine form tooltip placeholders</td>
<td>2026-08-18</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/152" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/152/hovercard">#152</a></td>
<td>fix: report incomplete cluster health</td>
<td>2026-08-18</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/147" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/147/hovercard">#147</a></td>
<td>ci: create the release as a draft from the start</td>
<td>2026-08-15</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/146" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/146/hovercard">#146</a></td>
<td>feat: add one-click installers</td>
<td>2026-08-15</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/142" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/142/hovercard">#142</a></td>
<td>fix: repair Helm release upgrade flow</td>
<td>2026-08-13</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/140" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/140/hovercard">#140</a></td>
<td>fix: only rewrite a WSL worker's apiserver address when it is unreachable</td>
<td>2026-08-09</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/141" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/141/hovercard">#141</a></td>
<td>fix: fix failed UI test about "Add Local WSL" button</td>
<td>2026-08-09</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/118" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/118/hovercard">#118</a></td>
<td>feat: add control plane egress policy</td>
<td>2026-08-06</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/116" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/116/hovercard">#116</a></td>
<td>feat: strengthen Helm compatibility validation</td>
<td>2026-08-01</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/115" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/115/hovercard">#115</a></td>
<td>fix: retry Helm downloads and extend install timeout</td>
<td>2026-08-01</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/114" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/114/hovercard">#114</a></td>
<td>fix: stabilize app store install lifecycle</td>
<td>2026-08-01</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/109" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/109/hovercard">#109</a></td>
<td>fix: harden app store install defaults</td>
<td>2026-08-01</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/106" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/106/hovercard">#106</a></td>
<td>feat: provide default application access data plane</td>
<td>2026-08-01</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/111" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/111/hovercard">#111</a></td>
<td>fix: make implicit image pull policy opt-in</td>
<td>2026-07-25</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/108" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/108/hovercard">#108</a></td>
<td>fix: validate helm chart readiness and compatibility</td>
<td>2026-07-25</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/105" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/105/hovercard">#105</a></td>
<td>fix: stabilize worker DNS bootstrap</td>
<td>2026-07-25</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/103" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/103/hovercard">#103</a></td>
<td>feat: persist helm install lifecycle</td>
<td>2026-07-24</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/110" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/110/hovercard">#110</a></td>
<td>fix: pin cluster images in CI</td>
<td>2026-07-23</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/102" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/102/hovercard">#102</a></td>
<td>feat: add managed flannel overlay networking</td>
<td>2026-07-21</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/96" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/96/hovercard">#96</a></td>
<td>fix: bootstrap local app store platform dependencies</td>
<td>2026-07-09</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/97" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/97/hovercard">#97</a></td>
<td>fix: improve app store install flow diagnostics</td>
<td>2026-07-08</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/94" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/94/hovercard">#94</a></td>
<td>fix: finish worker deployment after delayed node readiness</td>
<td>2026-07-08</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/93" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/93/hovercard">#93</a></td>
<td>fix: normalize helm kube version compatibility</td>
<td>2026-07-08</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/95" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/95/hovercard">#95</a></td>
<td>fix: regenerate mismatched apiserver CA artifacts</td>
<td>2026-07-08</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/91" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/91/hovercard">#91</a></td>
<td>fix: stabilize Helm App Store installs</td>
<td>2026-07-04</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/90" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/90/hovercard">#90</a></td>
<td>fix: run App Store UI regression tests with worker node</td>
<td>2026-07-04</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/89" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/89/hovercard">#89</a></td>
<td>fix: refresh apiserver serving certificate for changed IPs</td>
<td>2026-07-04</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/86" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/86/hovercard">#86</a></td>
<td>fix: add Playwright UI smoke and worker-node deploy/repair regression tests</td>
<td>2026-06-30</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/84" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/84/hovercard">#84</a></td>
<td>feat: add backend e2e ui tests</td>
<td>2026-06-26</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/74" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/74/hovercard">#74</a></td>
<td>feat: add automatic worker node deployment</td>
<td>2026-06-24</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/72" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/72/hovercard">#72</a></td>
<td>fix: restore local access for NodePort services</td>
<td>2026-06-21</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/73" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/73/hovercard">#73</a></td>
<td>feat: add PVC mount support for StatefulSets</td>
<td>2026-06-21</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/71" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/71/hovercard">#71</a></td>
<td>fix: support ExternalName services in service management</td>
<td>2026-06-20</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/70" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/70/hovercard">#70</a></td>
<td>fix: reject invalid roleRef kind for cluster role bindings</td>
<td>2026-06-19</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/casos/pull/69" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/69/hovercard">#69</a></td>
<td>fix: require sign in for protected API endpoints</td>
<td>2026-06-19</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
</details>
<div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto"><a href="https://github.com/AstrBotDevs/AstrBot">AstrBotDevs/AstrBot</a> · 3 merged</h4><a id="user-content-astrbotdevsastrbot--3-merged" class="anchor" aria-label="Permalink: AstrBotDevs/AstrBot · 3 merged" href="#astrbotdevsastrbot--3-merged"><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>
<blockquote>
<p dir="auto">An agentic chat platform — security and robustness fixes at the upload, image, and HTTP-client edges.</p>
</blockquote>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>PR</th>
<th>Change</th>
<th>Merged</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://github.com/AstrBotDevs/AstrBot/pull/7773" data-hovercard-type="pull_request" data-hovercard-url="/AstrBotDevs/AstrBot/pull/7773/hovercard">#7773</a></td>
<td>fix: align OpenAI http_client with SDK httpx</td>
<td>2026-04-30</td>
</tr>
<tr>
<td><a href="https://github.com/AstrBotDevs/AstrBot/pull/7807" data-hovercard-type="pull_request" data-hovercard-url="/AstrBotDevs/AstrBot/pull/7807/hovercard">#7807</a></td>
<td>fix(core): downscale oversized images</td>
<td>2026-04-26</td>
</tr>
<tr>
<td><a href="https://github.com/AstrBotDevs/AstrBot/pull/7751" data-hovercard-type="pull_request" data-hovercard-url="/AstrBotDevs/AstrBot/pull/7751/hovercard">#7751</a></td>
<td>fix: prevent path traversal in file uploads</td>
<td>2026-04-24</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto"><a href="https://github.com/vllm-project/semantic-router">vllm-project/semantic-router</a> · 2 merged</h4><a id="user-content-vllm-projectsemantic-router--2-merged" class="anchor" aria-label="Permalink: vllm-project/semantic-router · 2 merged" href="#vllm-projectsemantic-router--2-merged"><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>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>PR</th>
<th>Change</th>
<th>Merged</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://github.com/vllm-project/semantic-router/pull/3115" data-hovercard-type="pull_request" data-hovercard-url="/vllm-project/semantic-router/pull/3115/hovercard">#3115</a></td>
<td>[Test] Cover OpenAI system cache_control translation</td>
<td>2026-09-01</td>
</tr>
<tr>
<td><a href="https://github.com/vllm-project/semantic-router/pull/3085" data-hovercard-type="pull_request" data-hovercard-url="/vllm-project/semantic-router/pull/3085/hovercard">#3085</a></td>
<td>[Bug] Preserve the prompt guard mapping default</td>
<td>2026-08-29</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">One-Patch Stops · 6</h4><a id="user-content-one-patch-stops--6" class="anchor" aria-label="Permalink: One-Patch Stops · 6" href="#one-patch-stops--6"><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>
<blockquote>
<p dir="auto">Small, sharp fixes in tools I actually use.</p>
</blockquote>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>Repository</th>
<th>PR</th>
<th>Change</th>
<th>Merged</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://github.com/kvcache-ai/Mooncake">kvcache-ai/Mooncake</a></td>
<td><a href="https://github.com/kvcache-ai/Mooncake/pull/3836" data-hovercard-type="pull_request" data-hovercard-url="/kvcache-ai/Mooncake/pull/3836/hovercard">#3836</a></td>
<td>[TENT] Add configuration lifecycle foundation</td>
<td>2026-09-08</td>
</tr>
<tr>
<td><a href="https://github.com/vllm-project/vllm">vllm-project/vllm</a></td>
<td><a href="https://github.com/vllm-project/vllm/pull/41357" data-hovercard-type="pull_request" data-hovercard-url="/vllm-project/vllm/pull/41357/hovercard">#41357</a></td>
<td>[Bugfix] Prevent stale multiproc RPC deadlines from becoming unbounded waits</td>
<td>2026-07-29</td>
</tr>
<tr>
<td><a href="https://github.com/casosorg/kine">casosorg/kine</a></td>
<td><a href="https://github.com/casosorg/kine/pull/1" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/kine/pull/1/hovercard">#1</a></td>
<td>fix: keep Kine MySQL revisions ordered</td>
<td>2026-07-19</td>
</tr>
<tr>
<td><a href="https://github.com/MoonshotAI/kimi-cli">MoonshotAI/kimi-cli</a></td>
<td><a href="https://github.com/MoonshotAI/kimi-cli/pull/2132" data-hovercard-type="pull_request" data-hovercard-url="/MoonshotAI/kimi-cli/pull/2132/hovercard">#2132</a></td>
<td>fix(acp): replay session history on load</td>
<td>2026-05-28</td>
</tr>
<tr>
<td><a href="https://github.com/libra-tools/libra">libra-tools/libra</a></td>
<td><a href="https://github.com/libra-tools/libra/pull/364" data-hovercard-type="pull_request" data-hovercard-url="/libra-tools/libra/pull/364/hovercard">#364</a></td>
<td>feat(clean): add -d, -x, -X, --exclude flags</td>
<td>2026-05-08</td>
</tr>
<tr>
<td><a href="https://github.com/deepseek-ai/awesome-deepseek-agent">deepseek-ai/awesome-deepseek-agent</a></td>
<td><a href="https://github.com/deepseek-ai/awesome-deepseek-agent/pull/27" data-hovercard-type="pull_request" data-hovercard-url="/deepseek-ai/awesome-deepseek-agent/pull/27/hovercard">#27</a></td>
<td>Add WorkBuddy DeepSeek V4 guide</td>
<td>2026-04-30</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Live Feed — Freshest Merges</h3><a id="user-content-live-feed--freshest-merges" class="anchor" aria-label="Permalink: Live Feed — Freshest Merges" href="#live-feed--freshest-merges"><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"><em>Updated nightly by <a href="https://github.com/bugkeep/bugkeep/blob/master/.github/workflows/merged-prs.yml">a small GitHub Actions workflow</a>.</em></p>
<ul dir="auto">
<li><a href="https://github.com/kvcache-ai/Mooncake/pull/3836" data-hovercard-type="pull_request" data-hovercard-url="/kvcache-ai/Mooncake/pull/3836/hovercard">kvcache-ai/Mooncake#3836</a> - [TENT] Add configuration lifecycle foundation (merged 2026-09-08)</li>
<li><a href="https://github.com/vllm-project/semantic-router/pull/3115" data-hovercard-type="pull_request" data-hovercard-url="/vllm-project/semantic-router/pull/3115/hovercard">vllm-project/semantic-router#3115</a> - [Test] Cover OpenAI system cache_control translation (merged 2026-09-01)</li>
<li><a href="https://github.com/vllm-project/semantic-router/pull/3085" data-hovercard-type="pull_request" data-hovercard-url="/vllm-project/semantic-router/pull/3085/hovercard">vllm-project/semantic-router#3085</a> - [Bug] Preserve the prompt guard mapping default (merged 2026-08-29)</li>
<li><a href="https://github.com/casosorg/casos/pull/159" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/159/hovercard">casosorg/casos#159</a> - fix: enable gzip for static frontend assets (merged 2026-08-18)</li>
<li><a href="https://github.com/casosorg/casos/pull/158" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/158/hovercard">casosorg/casos#158</a> - feat: add first-run setup checklist (merged 2026-08-18)</li>
<li><a href="https://github.com/casosorg/casos/pull/154" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/154/hovercard">casosorg/casos#154</a> - fix: replace machine form tooltip placeholders (merged 2026-08-18)</li>
<li><a href="https://github.com/casosorg/casos/pull/152" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/152/hovercard">casosorg/casos#152</a> - fix: report incomplete cluster health (merged 2026-08-18)</li>
<li><a href="https://github.com/casosorg/casos/pull/147" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/147/hovercard">casosorg/casos#147</a> - ci: create the release as a draft from the start (merged 2026-08-15)</li>
<li><a href="https://github.com/casosorg/casos/pull/146" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/146/hovercard">casosorg/casos#146</a> - feat: add one-click installers (merged 2026-08-15)</li>
<li><a href="https://github.com/casosorg/casos/pull/142" data-hovercard-type="pull_request" data-hovercard-url="/casosorg/casos/pull/142/hovercard">casosorg/casos#142</a> - fix: repair Helm release upgrade flow (merged 2026-08-13)</li>
</ul>

<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Reading Grounds</h2><a id="user-content-reading-grounds" class="anchor" aria-label="Permalink: Reading Grounds" href="#reading-grounds"><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>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>Repository</th>
<th>Why it stays open</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://github.com/TencentCloud/TencentDB-Agent-Memory">TencentDB Agent Memory</a></td>
<td>Layered memory, hybrid retrieval, and agent memory as backend infrastructure.</td>
</tr>
<tr>
<td><a href="https://github.com/casdoor/casdoor">casdoor/casdoor</a></td>
<td>Auth, OIDC, and identity systems — platform backends eventually meet permissions.</td>
</tr>
<tr>
<td><a href="https://github.com/bugkeep/casbin-pycasbin">apache/casbin-pycasbin</a></td>
<td>Policy-engine reading ground for RBAC details and permission-model thinking.</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">A Note</h2><a id="user-content-a-note" class="anchor" aria-label="Permalink: A Note" href="#a-note"><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">I keep this profile less like a CV and more like a workbench. The interesting
part is not a label; it is the trail of small decisions that make a system less
mysterious than it was yesterday.</p>
<div align="center" dir="auto">
<p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://raw.githubusercontent.com/bugkeep/bugkeep/output/github-contribution-grid-snake.svg"><img src="https://raw.githubusercontent.com/bugkeep/bugkeep/output/github-contribution-grid-snake.svg" alt="contribution snake" style="max-width: 100%;"></a></p>
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      <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>
          </li>

          <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>
          </li>


            <li class="mx-2">
              <a data-analytics-event="{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to security&quot;,&quot;label&quot;:&quot;text:security&quot;}" href="https://github.com/security" data-view-component="true" class="Link--secondary Link">Security</a>
            </li>

            <li class="mx-2">
              <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>
            </li>

          <li class="mx-2">
            <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>
          </li>

          <li class="mx-2">
            <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>

          <li class="mx-2">
            <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;}"
      >
        Do not share my personal information
      </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="true"
    ></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>

