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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>GitHub 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" 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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--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 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0 0 0-2.94 2.08 2.08 0 0 0-2.94 0l-4.799 4.8A.75.75 0 0 1 .72 5.92Z"></path><path d="M7.52 3.12a.749.749 0 1 1 1.06 1.06L5.731 7.03A2.079 2.079 0 0 0 8.67 9.97l2.85-2.85a.749.749 0 1 1 1.06 1.06l-2.849 2.85A3.578 3.578 0 0 1 4.67 5.97Z"></path></svg>MCP Registry</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Integrate external tools</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_9knd_">DEVELOPER WORKFLOWS</span><ul 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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-codespaces NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path></svg>Codespaces</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Instant dev environments</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/issues" 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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="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg>Code Review</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Manage code changes</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-quality" data-analytics-event="{&quot;action&quot;:&quot;code_quality&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_quality_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-codescan-checkmark NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.28 6.28a.75.75 0 1 0-1.06-1.06L6.25 8.19l-.97-.97a.75.75 0 0 0-1.06 1.06l1.5 1.5a.75.75 0 0 0 1.06 0l3.5-3.5Z"></path><path d="M7.5 15a7.5 7.5 0 1 1 5.807-2.754l2.473 2.474a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2.474-2.473A7.472 7.472 0 0 1 7.5 15Zm0-13.5a6 6 0 1 0 4.094 10.386.748.748 0 0 1 .293-.292 6.002 6.002 0 0 0 1.117-6.486A6.002 6.002 0 0 0 7.5 1.5Z"></path></svg>Code Quality</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Enforce quality at merge</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_dknd_">APPLICATION SECURITY</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_dknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security" data-analytics-event="{&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_advanced_security_link_platform_navbar&quot;}"><span class="Primer_Brand__Text-module__Text___XeGJJ 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1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ 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">Find and fix vulnerabilities</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/security/advanced-security/code-security" data-analytics-event="{&quot;action&quot;:&quot;code_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;code_security_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 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Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Secure your code as you build</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/security/advanced-security/secret-protection" data-analytics-event="{&quot;action&quot;:&quot;secret_protection&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;secret_protection_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-lock 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 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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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<react-app
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  <script type="application/json" data-target="react-app.embeddedData">{"payload":{"codeViewBlobRoute":{"csv":null,"csvError":null,"headerInfo":{"toc":[{"level":1,"text":"DoD Akamai Bypass — Findings (2026-05-07)","anchor":"dod-akamai-bypass--findings-2026-05-07","htmlText":"DoD Akamai Bypass — Findings (2026-05-07)"},{"level":2,"text":"TL;DR","anchor":"tldr","htmlText":"TL;DR"},{"level":2,"text":"What we proved","anchor":"what-we-proved","htmlText":"What we proved"},{"level":3,"text":"1. curl_cffi defeats Akamai TLS fingerprinting","anchor":"1-curl_cffi-defeats-akamai-tls-fingerprinting","htmlText":"1. curl_cffi defeats Akamai TLS fingerprinting"},{"level":3,"text":"2. Article extraction works","anchor":"2-article-extraction-works","htmlText":"2. Article extraction works"},{"level":3,"text":"3. Discovery API found","anchor":"3-discovery-api-found","htmlText":"3. Discovery API found"},{"level":3,"text":"4. Article URL pattern","anchor":"4-article-url-pattern","htmlText":"4. Article URL pattern"},{"level":2,"text":"What's needed for production integration","anchor":"whats-needed-for-production-integration","htmlText":"What's needed for production integration"},{"level":3,"text":"a. Settle moduleIDs (5 min once IP cools)","anchor":"a-settle-moduleids-5-min-once-ip-cools","htmlText":"a. Settle moduleIDs (5 min once IP cools)"},{"level":3,"text":"b. Wire into pipeline/scraper/discovery.py","anchor":"b-wire-into-pipelinescraperdiscoverypy","htmlText":"b. Wire into pipeline/scraper/discovery.py"},{"level":3,"text":"c. Wire into pipeline/scraper/extractor.py","anchor":"c-wire-into-pipelinescraperextractorpy","htmlText":"c. Wire into pipeline/scraper/extractor.py"},{"level":3,"text":"d. Add curl_cffi to pipeline/requirements.txt","anchor":"d-add-curl_cffi-to-pipelinerequirementstxt","htmlText":"d. Add curl_cffi to pipeline/requirements.txt"},{"level":3,"text":"e. Update sources.yaml","anchor":"e-update-sourcesyaml","htmlText":"e. Update sources.yaml"},{"level":3,"text":"f. Rate-limit pacing","anchor":"f-rate-limit-pacing","htmlText":"f. Rate-limit pacing"},{"level":2,"text":"Operational caveats","anchor":"operational-caveats","htmlText":"Operational caveats"},{"level":2,"text":"What's in pipeline/scraper/akamai_bypass.py","anchor":"whats-in-pipelinescraperakamai_bypasspy","htmlText":"What's in pipeline/scraper/akamai_bypass.py"}]},"issueTemplate":null,"discussionTemplate":null,"richText":"\u003carticle class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDoD Akamai Bypass — Findings (2026-05-07)\u003c/h1\u003e\u003ca id=\"user-content-dod-akamai-bypass--findings-2026-05-07\" class=\"anchor\" aria-label=\"Permalink: DoD Akamai Bypass — Findings (2026-05-07)\" href=\"#dod-akamai-bypass--findings-2026-05-07\"\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\"\u003eProved we can scrape war.gov and centcom.mil for free, from this\nresidential IP, using curl_cffi's TLS impersonation. No paid proxy\nservice needed.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTL;DR\u003c/h2\u003e\u003ca id=\"user-content-tldr\" class=\"anchor\" aria-label=\"Permalink: TL;DR\" href=\"#tldr\"\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\u003cstrong\u003eYes, free bypass works.\u003c/strong\u003e Use \u003ccode\u003ecurl_cffi\u003c/code\u003e with \u003ccode\u003eimpersonate=\"chrome120\"\u003c/code\u003e\nfrom a residential IP, with conservative rate limiting (90–180s between\nrequests per Akamai-protected domain).\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe IP \u003cstrong\u003eis not perma-banned\u003c/strong\u003e. The earlier failure was session-level\nflagging from rapid-succession requests in a previous session — it\ncleared itself.\u003c/p\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat we proved\u003c/h2\u003e\u003ca id=\"user-content-what-we-proved\" class=\"anchor\" aria-label=\"Permalink: What we proved\" href=\"#what-we-proved\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e1. curl_cffi defeats Akamai TLS fingerprinting\u003c/h3\u003e\u003ca id=\"user-content-1-curl_cffi-defeats-akamai-tls-fingerprinting\" class=\"anchor\" aria-label=\"Permalink: 1. curl_cffi defeats Akamai TLS fingerprinting\" href=\"#1-curl_cffi-defeats-akamai-tls-fingerprinting\"\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\"\u003eAll five test URLs returned \u003cstrong\u003eHTTP 200 with substantive content\u003c/strong\u003e:\u003c/p\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eURL\u003c/th\u003e\n\u003cth align=\"right\"\u003eStatus\u003c/th\u003e\n\u003cth align=\"right\"\u003eBytes\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003ehttps://www.war.gov/\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e200\u003c/td\u003e\n\u003ctd align=\"right\"\u003e197,664\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003ehttps://www.war.gov/News/\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e200\u003c/td\u003e\n\u003ctd align=\"right\"\u003e191,057\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003ehttps://www.war.gov/News/News-Stories/Article/Article/4477864/.../project-freedom...\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e200\u003c/td\u003e\n\u003ctd align=\"right\"\u003e190,250\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003ehttps://www.centcom.mil/MEDIA/PRESS-RELEASES/\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e200\u003c/td\u003e\n\u003ctd align=\"right\"\u003e68,517\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ccode\u003ehttps://www.centcom.mil/MEDIA/PRESS-RELEASES/Press-Release-View/.../project-freedom...\u003c/code\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e200\u003c/td\u003e\n\u003ctd align=\"right\"\u003e61,124\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\"\u003e2. Article extraction works\u003c/h3\u003e\u003ca id=\"user-content-2-article-extraction-works\" class=\"anchor\" aria-label=\"Permalink: 2. Article extraction works\" href=\"#2-article-extraction-works\"\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\"\u003eThe Project Freedom article (war.gov) extracted with full content:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eTitle: \u003cem\u003e\"'Project Freedom' Aims to Get Thousands of Commercial Ships Safely Through Strait of Hormuz\"\u003c/em\u003e\u003c/li\u003e\n\u003cli\u003eDate: May 5, 2026\u003c/li\u003e\n\u003cli\u003eMultiple substantive Hegseth quotes\u003c/li\u003e\n\u003cli\u003eOperational details (MH-60 Sea Hawks, AH-64 Apaches, F-16s, 100+ aircraft)\u003c/li\u003e\n\u003cli\u003ePentagon briefing context, CENTCOM execution details\u003c/li\u003e\n\u003cli\u003e12+ \"Project Freedom\" mentions throughout body\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eThis is exactly the operational detail we were missing. A real war brief day-of would now include things like:\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cem\u003e\"Project Freedom — defensive in nature, focused in scope, temporary in duration. Mission: protecting innocent commercial shipping from Iranian aggression.\"\u003c/em\u003e — Sec. of War Pete Hegseth, May 5\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e3. Discovery API found\u003c/h3\u003e\u003ca id=\"user-content-3-discovery-api-found\" class=\"anchor\" aria-label=\"Permalink: 3. Discovery API found\" href=\"#3-discovery-api-found\"\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\"\u003eDoD sites use \u003cstrong\u003eDotNetNuke ArticleCS\u003c/strong\u003e module. The article list lives at:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID={MID}\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID={MID}\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eReturns XML with full article metadata (title, URL, image, publish date) — no scraping the rendered DOM needed.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eWe confirmed \u003ccode\u003emoduleID=1200\u003c/code\u003e works (returns historic content), and identified \u003ccode\u003emoduleID=2842\u003c/code\u003e as the likely current war.gov News-Stories module (derived from Vue var name \u003ccode\u003estoryListing2842_data\u003c/code\u003e in the page HTML). A retry probe of 2842 timed out — likely Akamai rate-limiting after our many probes — but the discovery method is sound.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e4. Article URL pattern\u003c/h3\u003e\u003ca id=\"user-content-4-article-url-pattern\" class=\"anchor\" aria-label=\"Permalink: 4. Article URL pattern\" href=\"#4-article-url-pattern\"\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\"\u003eURLs follow:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"https://www.war.gov/News/News-Stories/Article/Article/{article-id}/{slug}/\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003ehttps://www.war.gov/News/News-Stories/Article/Article/{article-id}/{slug}/\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe API returns \u003ccode\u003earticle-url-or-link-absolute\u003c/code\u003e directly so no construction needed.\u003c/p\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat's needed for production integration\u003c/h2\u003e\u003ca id=\"user-content-whats-needed-for-production-integration\" class=\"anchor\" aria-label=\"Permalink: What's needed for production integration\" href=\"#whats-needed-for-production-integration\"\u003e\u003csvg data-component=\"Octicon\" class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ea. Settle moduleIDs (5 min once IP cools)\u003c/h3\u003e\u003ca id=\"user-content-a-settle-moduleids-5-min-once-ip-cools\" class=\"anchor\" aria-label=\"Permalink: a. Settle moduleIDs (5 min once IP cools)\" href=\"#a-settle-moduleids-5-min-once-ip-cools\"\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\u003ewar.gov news-stories: probably 2842 (need to confirm with retry)\u003c/li\u003e\n\u003cli\u003ecentcom.mil press releases: TBD — same probe technique\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eb. Wire into \u003ccode\u003epipeline/scraper/discovery.py\u003c/code\u003e\u003c/h3\u003e\u003ca id=\"user-content-b-wire-into-pipelinescraperdiscoverypy\" class=\"anchor\" aria-label=\"Permalink: b. Wire into pipeline/scraper/discovery.py\" href=\"#b-wire-into-pipelinescraperdiscoverypy\"\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\"\u003eAdd a discovery path that calls the ArticleCS GetList API directly when \u003ccode\u003eextractor: \"akamai\"\u003c/code\u003e is set in \u003ccode\u003esources.yaml\u003c/code\u003e. The API returns the article URLs directly.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ec. Wire into \u003ccode\u003epipeline/scraper/extractor.py\u003c/code\u003e\u003c/h3\u003e\u003ca id=\"user-content-c-wire-into-pipelinescraperextractorpy\" class=\"anchor\" aria-label=\"Permalink: c. Wire into pipeline/scraper/extractor.py\" href=\"#c-wire-into-pipelinescraperextractorpy\"\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\"\u003eAdd an \u003ccode\u003eextractor: \"akamai\"\u003c/code\u003e dispatch that calls \u003ccode\u003eakamai_bypass.akamai_extract()\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ed. Add \u003ccode\u003ecurl_cffi\u003c/code\u003e to \u003ccode\u003epipeline/requirements.txt\u003c/code\u003e\u003c/h3\u003e\u003ca id=\"user-content-d-add-curl_cffi-to-pipelinerequirementstxt\" class=\"anchor\" aria-label=\"Permalink: d. Add curl_cffi to pipeline/requirements.txt\" href=\"#d-add-curl_cffi-to-pipelinerequirementstxt\"\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\"\u003eOne line.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ee. Update \u003ccode\u003esources.yaml\u003c/code\u003e\u003c/h3\u003e\u003ca id=\"user-content-e-update-sourcesyaml\" class=\"anchor\" aria-label=\"Permalink: e. Update sources.yaml\" href=\"#e-update-sourcesyaml\"\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=\"highlight highlight-source-yaml notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"- name: \u0026quot;DOD War.gov News\u0026quot;\n  type: web_scrape\n  url: \u0026quot;https://www.war.gov/News/News-Stories/\u0026quot;\n  api_url: \u0026quot;https://www.war.gov/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID=2842\u0026quot;\n  category: defense\n  tier: 1\n  extractor: akamai\n  active: true\n\n- name: \u0026quot;CENTCOM Press Releases\u0026quot;\n  type: web_scrape\n  url: \u0026quot;https://www.centcom.mil/MEDIA/PRESS-RELEASES/\u0026quot;\n  api_url: \u0026quot;https://www.centcom.mil/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID={TBD}\u0026quot;\n  category: defense\n  tier: 1\n  extractor: akamai\n  active: true\"\u003e\u003cpre\u003e- \u003cspan class=\"pl-ent\"\u003ename\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eDOD War.gov News\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003etype\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eweb_scrape\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eurl\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttps://www.war.gov/News/News-Stories/\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eapi_url\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttps://www.war.gov/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID=2842\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003ecategory\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003edefense\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003etier\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eextractor\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eakamai\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eactive\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003etrue\u003c/span\u003e\n\n- \u003cspan class=\"pl-ent\"\u003ename\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eCENTCOM Press Releases\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003etype\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eweb_scrape\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eurl\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttps://www.centcom.mil/MEDIA/PRESS-RELEASES/\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eapi_url\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttps://www.centcom.mil/API/ArticleCS/Public/GetList?dpage=0\u0026amp;moduleID={TBD}\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003ecategory\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003edefense\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003etier\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eextractor\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eakamai\u003c/span\u003e\n  \u003cspan class=\"pl-ent\"\u003eactive\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003etrue\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ef. Rate-limit pacing\u003c/h3\u003e\u003ca id=\"user-content-f-rate-limit-pacing\" class=\"anchor\" aria-label=\"Permalink: f. Rate-limit pacing\" href=\"#f-rate-limit-pacing\"\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\"\u003eAlready built into \u003ccode\u003eakamai_bypass.py\u003c/code\u003e:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ewar.gov / \u003ca href=\"http://www.war.gov\" rel=\"nofollow\"\u003ewww.war.gov\u003c/a\u003e: 90–180s between any requests\u003c/li\u003e\n\u003cli\u003ecentcom.mil / \u003ca href=\"http://www.centcom.mil\" rel=\"nofollow\"\u003ewww.centcom.mil\u003c/a\u003e: 90–180s\u003c/li\u003e\n\u003cli\u003enavy.mil: 60–120s (less strict — Akamai protection appears lighter)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eFor ~30 articles/day across both domains: ~75–150 minutes per source. Fits in a 4-6am cron window.\u003c/p\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOperational caveats\u003c/h2\u003e\u003ca id=\"user-content-operational-caveats\" class=\"anchor\" aria-label=\"Permalink: Operational caveats\" href=\"#operational-caveats\"\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\u003col dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eDon't hammer the discovery API\u003c/strong\u003e — even though the bypass works, repeated rapid requests will trigger session flagging. The pacing in \u003ccode\u003eakamai_bypass.py\u003c/code\u003e is conservative on purpose.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eCookies and TLS fingerprint must match Chrome exactly\u003c/strong\u003e — \u003ccode\u003echrome120\u003c/code\u003e impersonation handles this. If Akamai updates their detection, we'd update the impersonate string (chrome121, etc.). curl_cffi tracks Chrome versions.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eResidential IP is load-bearing\u003c/strong\u003e — this works because we're coming from a home ISP, not a cloud datacenter. AWS/GCP IPs would still get blocked even with curl_cffi. The M4 mini at home is exactly the right deployment target.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eGraceful degradation\u003c/strong\u003e — if Akamai blocks for a session, the pipeline must continue with other sources. \u003ccode\u003eakamai_fetch\u003c/code\u003e returns \u003ccode\u003eNone\u003c/code\u003e on block; the pipeline treats this as a failed source and proceeds.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eDaily failure budget\u003c/strong\u003e — expect ~5–15% of days where Akamai blocks unexpectedly. The brief still publishes; just without DoD content that day.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003chr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat's in \u003ccode\u003epipeline/scraper/akamai_bypass.py\u003c/code\u003e\u003c/h2\u003e\u003ca id=\"user-content-whats-in-pipelinescraperakamai_bypasspy\" class=\"anchor\" aria-label=\"Permalink: What's in pipeline/scraper/akamai_bypass.py\" href=\"#whats-in-pipelinescraperakamai_bypasspy\"\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\"\u003eA reusable module with:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ccode\u003eakamai_fetch(url)\u003c/code\u003e — curl_cffi GET with chrome120 impersonation + per-domain rate limiting\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eakamai_extract(url)\u003c/code\u003e — fetch + extract article body via trafilatura → DoD-specific BS4 → generic BS4 fallback chain\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eakamai_discover_links(listing_url, link_pattern)\u003c/code\u003e — for sources where the listing is plain HTML (CENTCOM may be — TBD)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eAdding API-based discovery (\u003ccode\u003eakamai_discover_via_api(api_url)\u003c/code\u003e) is the next 30-line addition once we confirm moduleIDs.\u003c/p\u003e\n\u003c/article\u003e","richTextTruncated":false,"renderedFileInfo":null,"symbols":{"timed_out":false,"not_analyzed":false,"symbols":[{"name":"DoD Akamai Bypass — Findings (2026-05-07)","fully_qualified_name":"DoD Akamai Bypass — Findings (2026-05-07)","kind":"section_1","ident_start":2,"ident_end":45,"extent_start":0,"extent_end":5814,"ident_utf16":{"start":{"line_number":0,"utf16_col":2},"end":{"line_number":0,"utf16_col":43}},"extent_utf16":{"start":{"line_number":0,"utf16_col":0},"end":{"line_number":136,"utf16_col":0}}},{"name":"TL;DR","fully_qualified_name":"TL;DR","kind":"section_2","ident_start":210,"ident_end":215,"extent_start":207,"extent_end":567,"ident_utf16":{"start":{"line_number":8,"utf16_col":3},"end":{"line_number":8,"utf16_col":8}},"extent_utf16":{"start":{"line_number":8,"utf16_col":0},"end":{"line_number":20,"utf16_col":0}}},{"name":"What we proved","fully_qualified_name":"What we proved","kind":"section_2","ident_start":570,"ident_end":584,"extent_start":567,"extent_end":2708,"ident_utf16":{"start":{"line_number":20,"utf16_col":3},"end":{"line_number":20,"utf16_col":17}},"extent_utf16":{"start":{"line_number":20,"utf16_col":0},"end":{"line_number":68,"utf16_col":0}}},{"name":"1. curl_cffi defeats Akamai TLS fingerprinting","fully_qualified_name":"1. curl_cffi defeats Akamai TLS fingerprinting","kind":"section_3","ident_start":590,"ident_end":636,"extent_start":586,"extent_end":1120,"ident_utf16":{"start":{"line_number":22,"utf16_col":4},"end":{"line_number":22,"utf16_col":50}},"extent_utf16":{"start":{"line_number":22,"utf16_col":0},"end":{"line_number":33,"utf16_col":0}}},{"name":"2. 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DoD Akamai Bypass — Findings (2026-05-07)","","\u003e Proved we can scrape war.gov and centcom.mil for free, from this","\u003e residential IP, using curl_cffi's TLS impersonation. No paid proxy","\u003e service needed.","","---","","## TL;DR","","**Yes, free bypass works.** Use `curl_cffi` with `impersonate=\"chrome120\"`","from a residential IP, with conservative rate limiting (90–180s between","requests per Akamai-protected domain).","","The IP **is not perma-banned**. The earlier failure was session-level","flagging from rapid-succession requests in a previous session — it","cleared itself.","","---","","## What we proved","","### 1. curl_cffi defeats Akamai TLS fingerprinting","All five test URLs returned **HTTP 200 with substantive content**:","","| URL | Status | Bytes |","|---|---:|---:|","| `https://www.war.gov/` | 200 | 197,664 |","| `https://www.war.gov/News/` | 200 | 191,057 |","| `https://www.war.gov/News/News-Stories/Article/Article/4477864/.../project-freedom...` | 200 | 190,250 |","| `https://www.centcom.mil/MEDIA/PRESS-RELEASES/` | 200 | 68,517 |","| `https://www.centcom.mil/MEDIA/PRESS-RELEASES/Press-Release-View/.../project-freedom...` | 200 | 61,124 |","","### 2. Article extraction works","The Project Freedom article (war.gov) extracted with full content:","","- Title: *\"'Project Freedom' Aims to Get Thousands of Commercial Ships Safely Through Strait of Hormuz\"*","- Date: May 5, 2026","- Multiple substantive Hegseth quotes","- Operational details (MH-60 Sea Hawks, AH-64 Apaches, F-16s, 100+ aircraft)","- Pentagon briefing context, CENTCOM execution details","- 12+ \"Project Freedom\" mentions throughout body","","This is exactly the operational detail we were missing. A real war brief day-of would now include things like:","","\u003e *\"Project Freedom — defensive in nature, focused in scope, temporary in duration. Mission: protecting innocent commercial shipping from Iranian aggression.\"* — Sec. of War Pete Hegseth, May 5","","### 3. Discovery API found","DoD sites use **DotNetNuke ArticleCS** module. The article list lives at:","","```","/API/ArticleCS/Public/GetList?dpage=0\u0026moduleID={MID}","```","","Returns XML with full article metadata (title, URL, image, publish date) — no scraping the rendered DOM needed.","","We confirmed `moduleID=1200` works (returns historic content), and identified `moduleID=2842` as the likely current war.gov News-Stories module (derived from Vue var name `storyListing2842_data` in the page HTML). A retry probe of 2842 timed out — likely Akamai rate-limiting after our many probes — but the discovery method is sound.","","### 4. Article URL pattern","URLs follow:","```","https://www.war.gov/News/News-Stories/Article/Article/{article-id}/{slug}/","```","","The API returns `article-url-or-link-absolute` directly so no construction needed.","","---","","## What's needed for production integration","","### a. Settle moduleIDs (5 min once IP cools)","- war.gov news-stories: probably 2842 (need to confirm with retry)","- centcom.mil press releases: TBD — same probe technique","","### b. Wire into `pipeline/scraper/discovery.py`","Add a discovery path that calls the ArticleCS GetList API directly when `extractor: \"akamai\"` is set in `sources.yaml`. The API returns the article URLs directly.","","### c. Wire into `pipeline/scraper/extractor.py`","Add an `extractor: \"akamai\"` dispatch that calls `akamai_bypass.akamai_extract()`.","","### d. Add `curl_cffi` to `pipeline/requirements.txt`","One line.","","### e. Update `sources.yaml`","```yaml","- name: \"DOD War.gov News\"","  type: web_scrape","  url: \"https://www.war.gov/News/News-Stories/\"","  api_url: \"https://www.war.gov/API/ArticleCS/Public/GetList?dpage=0\u0026moduleID=2842\"","  category: defense","  tier: 1","  extractor: akamai","  active: true","","- name: \"CENTCOM Press Releases\"","  type: web_scrape","  url: \"https://www.centcom.mil/MEDIA/PRESS-RELEASES/\"","  api_url: \"https://www.centcom.mil/API/ArticleCS/Public/GetList?dpage=0\u0026moduleID={TBD}\"","  category: defense","  tier: 1","  extractor: akamai","  active: true","```","","### f. Rate-limit pacing","Already built into `akamai_bypass.py`:","- war.gov / www.war.gov: 90–180s between any requests","- centcom.mil / www.centcom.mil: 90–180s","- navy.mil: 60–120s (less strict — Akamai protection appears lighter)","","For ~30 articles/day across both domains: ~75–150 minutes per source. Fits in a 4-6am cron window.","","---","","## Operational caveats","","1. **Don't hammer the discovery API** — even though the bypass works, repeated rapid requests will trigger session flagging. The pacing in `akamai_bypass.py` is conservative on purpose.","","2. **Cookies and TLS fingerprint must match Chrome exactly** — `chrome120` impersonation handles this. If Akamai updates their detection, we'd update the impersonate string (chrome121, etc.). curl_cffi tracks Chrome versions.","","3. **Residential IP is load-bearing** — this works because we're coming from a home ISP, not a cloud datacenter. AWS/GCP IPs would still get blocked even with curl_cffi. The M4 mini at home is exactly the right deployment target.","","4. **Graceful degradation** — if Akamai blocks for a session, the pipeline must continue with other sources. `akamai_fetch` returns `None` on block; the pipeline treats this as a failed source and proceeds.","","5. **Daily failure budget** — expect ~5–15% of days where Akamai blocks unexpectedly. The brief still publishes; just without DoD content that day.","","---","","## What's in `pipeline/scraper/akamai_bypass.py`","","A reusable module with:","- `akamai_fetch(url)` — curl_cffi GET with chrome120 impersonation + per-domain rate limiting","- `akamai_extract(url)` — fetch + extract article body via trafilatura → DoD-specific BS4 → generic BS4 fallback chain","- `akamai_discover_links(listing_url, link_pattern)` — for sources where the listing is plain HTML (CENTCOM may be — TBD)","","Adding API-based discovery (`akamai_discover_via_api(api_url)`) is the next 30-line addition once we confirm moduleIDs."],"stylingDirectives":[[[0,43,"pl-mh"],[2,43,"pl-en"]],[],[[0,66,"pl-ent"],[0,2,"pl-ent"]],[[0,68,"pl-ent"],[0,2,"pl-ent"]],[[0,17,"pl-ent"],[0,2,"pl-ent"]],[[0,0,"pl-ent"]],[[0,3,"pl-ms"]],[],[[0,8,"pl-mh"],[3,8,"pl-en"]],[],[[0,2,"pl-s"],[25,27,"pl-s"],[32,33,"pl-s"],[33,42,"pl-c1"],[42,43,"pl-s"],[49,50,"pl-s"],[50,73,"pl-c1"],[73,74,"pl-s"]],[],[],[],[[7,9,"pl-s"],[28,30,"pl-s"]],[],[],[],[[0,3,"pl-ms"]],[],[[0,17,"pl-mh"],[3,17,"pl-en"]],[],[[0,50,"pl-mh"],[4,50,"pl-en"]],[[28,30,"pl-s"],[63,65,"pl-s"]],[],[[0,1,"pl-ml"],[6,7,"pl-ml"],[15,16,"pl-ml"],[23,24,"pl-ml"]],[[0,1,"pl-ml"],[4,5,"pl-ml"],[9,10,"pl-ml"],[14,15,"pl-ml"]],[[0,1,"pl-ml"],[2,3,"pl-s"],[3,23,"pl-c1"],[23,24,"pl-s"],[25,26,"pl-ml"],[31,32,"pl-ml"],[41,42,"pl-ml"]],[[0,1,"pl-ml"],[2,3,"pl-s"],[3,28,"pl-c1"],[28,29,"pl-s"],[30,31,"pl-ml"],[36,37,"pl-ml"],[46,47,"pl-ml"]],[[0,1,"pl-ml"],[2,3,"pl-s"],[3,87,"pl-c1"],[87,88,"pl-s"],[89,90,"pl-ml"],[95,96,"pl-ml"],[105,106,"pl-ml"]],[[0,1,"pl-ml"],[2,3,"pl-s"],[3,48,"pl-c1"],[48,49,"pl-s"],[50,51,"pl-ml"],[56,57,"pl-ml"],[65,66,"pl-ml"]],[[0,1,"pl-ml"],[2,3,"pl-s"],[3,89,"pl-c1"],[89,90,"pl-s"],[91,92,"pl-ml"],[97,98,"pl-ml"],[106,107,"pl-ml"]],[],[[0,31,"pl-mh"],[4,31,"pl-en"]],[],[],[[0,1,"pl-v"],[9,10,"pl-s"],[103,104,"pl-s"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[],[],[],[[0,193,"pl-ent"],[0,2,"pl-ent"],[2,3,"pl-s"],[158,159,"pl-s"]],[[0,0,"pl-ent"]],[[0,26,"pl-mh"],[4,26,"pl-en"]],[[14,16,"pl-s"],[36,38,"pl-s"]],[],[[0,3,"pl-s"],[3,3,"pl-c1"]],[[0,52,"pl-c1"]],[[0,0,"pl-c1"],[0,3,"pl-s"]],[],[],[],[[13,14,"pl-s"],[14,27,"pl-c1"],[27,28,"pl-s"],[78,79,"pl-s"],[79,92,"pl-c1"],[92,93,"pl-s"],[171,172,"pl-s"],[172,193,"pl-c1"],[193,194,"pl-s"]],[],[[0,26,"pl-mh"],[4,26,"pl-en"]],[],[[0,3,"pl-s"],[3,3,"pl-c1"]],[[0,74,"pl-c1"]],[[0,0,"pl-c1"],[0,3,"pl-s"]],[],[[16,17,"pl-s"],[17,45,"pl-c1"],[45,46,"pl-s"]],[],[[0,3,"pl-ms"]],[],[[0,43,"pl-mh"],[3,43,"pl-en"]],[],[[0,45,"pl-mh"],[4,45,"pl-en"]],[[0,1,"pl-v"]],[[0,1,"pl-v"]],[],[[0,48,"pl-mh"],[4,48,"pl-en"],[17,18,"pl-s"],[18,47,"pl-c1"],[47,48,"pl-s"]],[[72,73,"pl-s"],[73,92,"pl-c1"],[92,93,"pl-s"],[104,105,"pl-s"],[105,117,"pl-c1"],[117,118,"pl-s"]],[],[[0,48,"pl-mh"],[4,48,"pl-en"],[17,18,"pl-s"],[18,47,"pl-c1"],[47,48,"pl-s"]],[[7,8,"pl-s"],[8,27,"pl-c1"],[27,28,"pl-s"],[49,50,"pl-s"],[50,80,"pl-c1"],[80,81,"pl-s"]],[],[[0,53,"pl-mh"],[4,53,"pl-en"],[11,12,"pl-s"],[12,21,"pl-c1"],[21,22,"pl-s"],[26,27,"pl-s"],[27,52,"pl-c1"],[52,53,"pl-s"]],[],[],[[0,28,"pl-mh"],[4,28,"pl-en"],[14,15,"pl-s"],[15,27,"pl-c1"],[27,28,"pl-s"]],[[0,3,"pl-s"],[3,7,"pl-en"]],[[2,6,"pl-ent"],[8,26,"pl-s"],[8,9,"pl-pds"],[25,26,"pl-pds"]],[[2,6,"pl-ent"],[8,18,"pl-s"]],[[2,5,"pl-ent"],[7,47,"pl-s"],[7,8,"pl-pds"],[46,47,"pl-pds"]],[[2,9,"pl-ent"],[11,83,"pl-s"],[11,12,"pl-pds"],[82,83,"pl-pds"]],[[2,10,"pl-ent"],[12,19,"pl-s"]],[[2,6,"pl-ent"],[8,9,"pl-c1"]],[[2,11,"pl-ent"],[13,19,"pl-s"]],[[2,8,"pl-ent"],[10,14,"pl-c1"]],[],[[2,6,"pl-ent"],[8,32,"pl-s"],[8,9,"pl-pds"],[31,32,"pl-pds"]],[[2,6,"pl-ent"],[8,18,"pl-s"]],[[2,5,"pl-ent"],[7,54,"pl-s"],[7,8,"pl-pds"],[53,54,"pl-pds"]],[[2,9,"pl-ent"],[11,88,"pl-s"],[11,12,"pl-pds"],[87,88,"pl-pds"]],[[2,10,"pl-ent"],[12,19,"pl-s"]],[[2,6,"pl-ent"],[8,9,"pl-c1"]],[[2,11,"pl-ent"],[13,19,"pl-s"]],[[2,8,"pl-ent"],[10,14,"pl-c1"]],[[0,3,"pl-s"],[0,1,"pl-pds"],[1,2,"pl-pds"],[2,3,"pl-pds"]],[[0,0,"pl-s"]],[[0,24,"pl-s"]],[[0,20,"pl-s"],[19,20,"pl-pds"],[20,38,"pl-s"]],[[2,23,"pl-ent"],[25,53,"pl-s"]],[[2,31,"pl-ent"],[33,40,"pl-s"]],[[2,10,"pl-ent"],[12,69,"pl-s"]],[],[[0,40,"pl-ent"],[42,98,"pl-s"]],[],[],[],[[0,22,"pl-c"],[0,1,"pl-c"]],[],[[0,185,"pl-s"]],[],[[0,225,"pl-s"]],[],[[0,229,"pl-s"]],[],[[0,206,"pl-s"]],[],[[0,147,"pl-s"]],[],[],[],[[0,48,"pl-c"],[0,1,"pl-c"]],[],[[0,22,"pl-ent"]],[[2,21,"pl-s"],[2,3,"pl-pds"],[20,21,"pl-pds"],[22,93,"pl-s"]],[[2,23,"pl-s"],[2,3,"pl-pds"],[22,23,"pl-pds"],[24,118,"pl-s"]],[[2,52,"pl-s"],[2,3,"pl-pds"],[51,52,"pl-pds"],[53,121,"pl-s"]],[],[[0,119,"pl-s"]]],"colorizedLines":null}},"title":"briefer.news/archive/research/dod_bypass_findings_2026-05-07.md at main · ghanzo/briefer.news","appPayload":{},"meta":{"title":"briefer.news/archive/research/dod_bypass_findings_2026-05-07.md at main · ghanzo/briefer.news"}}</script>
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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 class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">DoD Akamai Bypass — Findings (2026-05-07)</h1><a id="user-content-dod-akamai-bypass--findings-2026-05-07" class="anchor" aria-label="Permalink: DoD Akamai Bypass — Findings (2026-05-07)" href="#dod-akamai-bypass--findings-2026-05-07"><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">Proved we can scrape war.gov and centcom.mil for free, from this
residential IP, using curl_cffi's TLS impersonation. No paid proxy
service needed.</p>
</blockquote>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">TL;DR</h2><a id="user-content-tldr" class="anchor" aria-label="Permalink: TL;DR" href="#tldr"><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"><strong>Yes, free bypass works.</strong> Use <code>curl_cffi</code> with <code>impersonate="chrome120"</code>
from a residential IP, with conservative rate limiting (90–180s between
requests per Akamai-protected domain).</p>
<p dir="auto">The IP <strong>is not perma-banned</strong>. The earlier failure was session-level
flagging from rapid-succession requests in a previous session — it
cleared itself.</p>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What we proved</h2><a id="user-content-what-we-proved" class="anchor" aria-label="Permalink: What we proved" href="#what-we-proved"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">1. curl_cffi defeats Akamai TLS fingerprinting</h3><a id="user-content-1-curl_cffi-defeats-akamai-tls-fingerprinting" class="anchor" aria-label="Permalink: 1. curl_cffi defeats Akamai TLS fingerprinting" href="#1-curl_cffi-defeats-akamai-tls-fingerprinting"><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">All five test URLs returned <strong>HTTP 200 with substantive content</strong>:</p>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th>URL</th>
<th align="right">Status</th>
<th align="right">Bytes</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>https://www.war.gov/</code></td>
<td align="right">200</td>
<td align="right">197,664</td>
</tr>
<tr>
<td><code>https://www.war.gov/News/</code></td>
<td align="right">200</td>
<td align="right">191,057</td>
</tr>
<tr>
<td><code>https://www.war.gov/News/News-Stories/Article/Article/4477864/.../project-freedom...</code></td>
<td align="right">200</td>
<td align="right">190,250</td>
</tr>
<tr>
<td><code>https://www.centcom.mil/MEDIA/PRESS-RELEASES/</code></td>
<td align="right">200</td>
<td align="right">68,517</td>
</tr>
<tr>
<td><code>https://www.centcom.mil/MEDIA/PRESS-RELEASES/Press-Release-View/.../project-freedom...</code></td>
<td align="right">200</td>
<td align="right">61,124</td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">2. Article extraction works</h3><a id="user-content-2-article-extraction-works" class="anchor" aria-label="Permalink: 2. Article extraction works" href="#2-article-extraction-works"><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 Project Freedom article (war.gov) extracted with full content:</p>
<ul dir="auto">
<li>Title: <em>"'Project Freedom' Aims to Get Thousands of Commercial Ships Safely Through Strait of Hormuz"</em></li>
<li>Date: May 5, 2026</li>
<li>Multiple substantive Hegseth quotes</li>
<li>Operational details (MH-60 Sea Hawks, AH-64 Apaches, F-16s, 100+ aircraft)</li>
<li>Pentagon briefing context, CENTCOM execution details</li>
<li>12+ "Project Freedom" mentions throughout body</li>
</ul>
<p dir="auto">This is exactly the operational detail we were missing. A real war brief day-of would now include things like:</p>
<blockquote>
<p dir="auto"><em>"Project Freedom — defensive in nature, focused in scope, temporary in duration. Mission: protecting innocent commercial shipping from Iranian aggression."</em> — Sec. of War Pete Hegseth, May 5</p>
</blockquote>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">3. Discovery API found</h3><a id="user-content-3-discovery-api-found" class="anchor" aria-label="Permalink: 3. Discovery API found" href="#3-discovery-api-found"><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">DoD sites use <strong>DotNetNuke ArticleCS</strong> module. The article list lives at:</p>
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID={MID}"><pre class="notranslate"><code>/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID={MID}
</code></pre></div>
<p dir="auto">Returns XML with full article metadata (title, URL, image, publish date) — no scraping the rendered DOM needed.</p>
<p dir="auto">We confirmed <code>moduleID=1200</code> works (returns historic content), and identified <code>moduleID=2842</code> as the likely current war.gov News-Stories module (derived from Vue var name <code>storyListing2842_data</code> in the page HTML). A retry probe of 2842 timed out — likely Akamai rate-limiting after our many probes — but the discovery method is sound.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">4. Article URL pattern</h3><a id="user-content-4-article-url-pattern" class="anchor" aria-label="Permalink: 4. Article URL pattern" href="#4-article-url-pattern"><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">URLs follow:</p>
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="https://www.war.gov/News/News-Stories/Article/Article/{article-id}/{slug}/"><pre class="notranslate"><code>https://www.war.gov/News/News-Stories/Article/Article/{article-id}/{slug}/
</code></pre></div>
<p dir="auto">The API returns <code>article-url-or-link-absolute</code> directly so no construction needed.</p>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What's needed for production integration</h2><a id="user-content-whats-needed-for-production-integration" class="anchor" aria-label="Permalink: What's needed for production integration" href="#whats-needed-for-production-integration"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">a. Settle moduleIDs (5 min once IP cools)</h3><a id="user-content-a-settle-moduleids-5-min-once-ip-cools" class="anchor" aria-label="Permalink: a. Settle moduleIDs (5 min once IP cools)" href="#a-settle-moduleids-5-min-once-ip-cools"><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>war.gov news-stories: probably 2842 (need to confirm with retry)</li>
<li>centcom.mil press releases: TBD — same probe technique</li>
</ul>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">b. Wire into <code>pipeline/scraper/discovery.py</code></h3><a id="user-content-b-wire-into-pipelinescraperdiscoverypy" class="anchor" aria-label="Permalink: b. Wire into pipeline/scraper/discovery.py" href="#b-wire-into-pipelinescraperdiscoverypy"><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">Add a discovery path that calls the ArticleCS GetList API directly when <code>extractor: "akamai"</code> is set in <code>sources.yaml</code>. The API returns the article URLs directly.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">c. Wire into <code>pipeline/scraper/extractor.py</code></h3><a id="user-content-c-wire-into-pipelinescraperextractorpy" class="anchor" aria-label="Permalink: c. Wire into pipeline/scraper/extractor.py" href="#c-wire-into-pipelinescraperextractorpy"><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">Add an <code>extractor: "akamai"</code> dispatch that calls <code>akamai_bypass.akamai_extract()</code>.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">d. Add <code>curl_cffi</code> to <code>pipeline/requirements.txt</code></h3><a id="user-content-d-add-curl_cffi-to-pipelinerequirementstxt" class="anchor" aria-label="Permalink: d. Add curl_cffi to pipeline/requirements.txt" href="#d-add-curl_cffi-to-pipelinerequirementstxt"><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">One line.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">e. Update <code>sources.yaml</code></h3><a id="user-content-e-update-sourcesyaml" class="anchor" aria-label="Permalink: e. Update sources.yaml" href="#e-update-sourcesyaml"><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="highlight highlight-source-yaml notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="- name: &quot;DOD War.gov News&quot;
  type: web_scrape
  url: &quot;https://www.war.gov/News/News-Stories/&quot;
  api_url: &quot;https://www.war.gov/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID=2842&quot;
  category: defense
  tier: 1
  extractor: akamai
  active: true

- name: &quot;CENTCOM Press Releases&quot;
  type: web_scrape
  url: &quot;https://www.centcom.mil/MEDIA/PRESS-RELEASES/&quot;
  api_url: &quot;https://www.centcom.mil/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID={TBD}&quot;
  category: defense
  tier: 1
  extractor: akamai
  active: true"><pre>- <span class="pl-ent">name</span>: <span class="pl-s"><span class="pl-pds">"</span>DOD War.gov News<span class="pl-pds">"</span></span>
  <span class="pl-ent">type</span>: <span class="pl-s">web_scrape</span>
  <span class="pl-ent">url</span>: <span class="pl-s"><span class="pl-pds">"</span>https://www.war.gov/News/News-Stories/<span class="pl-pds">"</span></span>
  <span class="pl-ent">api_url</span>: <span class="pl-s"><span class="pl-pds">"</span>https://www.war.gov/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID=2842<span class="pl-pds">"</span></span>
  <span class="pl-ent">category</span>: <span class="pl-s">defense</span>
  <span class="pl-ent">tier</span>: <span class="pl-c1">1</span>
  <span class="pl-ent">extractor</span>: <span class="pl-s">akamai</span>
  <span class="pl-ent">active</span>: <span class="pl-c1">true</span>

- <span class="pl-ent">name</span>: <span class="pl-s"><span class="pl-pds">"</span>CENTCOM Press Releases<span class="pl-pds">"</span></span>
  <span class="pl-ent">type</span>: <span class="pl-s">web_scrape</span>
  <span class="pl-ent">url</span>: <span class="pl-s"><span class="pl-pds">"</span>https://www.centcom.mil/MEDIA/PRESS-RELEASES/<span class="pl-pds">"</span></span>
  <span class="pl-ent">api_url</span>: <span class="pl-s"><span class="pl-pds">"</span>https://www.centcom.mil/API/ArticleCS/Public/GetList?dpage=0&amp;moduleID={TBD}<span class="pl-pds">"</span></span>
  <span class="pl-ent">category</span>: <span class="pl-s">defense</span>
  <span class="pl-ent">tier</span>: <span class="pl-c1">1</span>
  <span class="pl-ent">extractor</span>: <span class="pl-s">akamai</span>
  <span class="pl-ent">active</span>: <span class="pl-c1">true</span></pre></div>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">f. Rate-limit pacing</h3><a id="user-content-f-rate-limit-pacing" class="anchor" aria-label="Permalink: f. Rate-limit pacing" href="#f-rate-limit-pacing"><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">Already built into <code>akamai_bypass.py</code>:</p>
<ul dir="auto">
<li>war.gov / <a href="http://www.war.gov" rel="nofollow">www.war.gov</a>: 90–180s between any requests</li>
<li>centcom.mil / <a href="http://www.centcom.mil" rel="nofollow">www.centcom.mil</a>: 90–180s</li>
<li>navy.mil: 60–120s (less strict — Akamai protection appears lighter)</li>
</ul>
<p dir="auto">For ~30 articles/day across both domains: ~75–150 minutes per source. Fits in a 4-6am cron window.</p>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Operational caveats</h2><a id="user-content-operational-caveats" class="anchor" aria-label="Permalink: Operational caveats" href="#operational-caveats"><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>
<ol dir="auto">
<li>
<p dir="auto"><strong>Don't hammer the discovery API</strong> — even though the bypass works, repeated rapid requests will trigger session flagging. The pacing in <code>akamai_bypass.py</code> is conservative on purpose.</p>
</li>
<li>
<p dir="auto"><strong>Cookies and TLS fingerprint must match Chrome exactly</strong> — <code>chrome120</code> impersonation handles this. If Akamai updates their detection, we'd update the impersonate string (chrome121, etc.). curl_cffi tracks Chrome versions.</p>
</li>
<li>
<p dir="auto"><strong>Residential IP is load-bearing</strong> — this works because we're coming from a home ISP, not a cloud datacenter. AWS/GCP IPs would still get blocked even with curl_cffi. The M4 mini at home is exactly the right deployment target.</p>
</li>
<li>
<p dir="auto"><strong>Graceful degradation</strong> — if Akamai blocks for a session, the pipeline must continue with other sources. <code>akamai_fetch</code> returns <code>None</code> on block; the pipeline treats this as a failed source and proceeds.</p>
</li>
<li>
<p dir="auto"><strong>Daily failure budget</strong> — expect ~5–15% of days where Akamai blocks unexpectedly. The brief still publishes; just without DoD content that day.</p>
</li>
</ol>
<hr>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What's in <code>pipeline/scraper/akamai_bypass.py</code></h2><a id="user-content-whats-in-pipelinescraperakamai_bypasspy" class="anchor" aria-label="Permalink: What's in pipeline/scraper/akamai_bypass.py" href="#whats-in-pipelinescraperakamai_bypasspy"><svg data-component="Octicon" class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">A reusable module with:</p>
<ul dir="auto">
<li><code>akamai_fetch(url)</code> — curl_cffi GET with chrome120 impersonation + per-domain rate limiting</li>
<li><code>akamai_extract(url)</code> — fetch + extract article body via trafilatura → DoD-specific BS4 → generic BS4 fallback chain</li>
<li><code>akamai_discover_links(listing_url, link_pattern)</code> — for sources where the listing is plain HTML (CENTCOM may be — TBD)</li>
</ul>
<p dir="auto">Adding API-based discovery (<code>akamai_discover_via_api(api_url)</code>) is the next 30-line addition once we confirm moduleIDs.</p>
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    >
      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>

