1831 lines
320 KiB
HTML
1831 lines
320 KiB
HTML
<!DOCTYPE html>
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<html dir="ltr" lang="en-US" prefix="og: https://ogp.me/ns#">
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<title>What is Canary Analysis? CD strategy explained in detail</title>
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|
||
<body class="wp-singular post-template-default single single-post postid-5942 single-format-standard wp-theme-opsmx wp-child-theme-opsmx-child mega-menu-primary-menu et_pb_button_helper_class et_fixed_nav et_show_nav et_pb_show_title et_primary_nav_dropdown_animation_fade et_secondary_nav_dropdown_animation_fade et_header_style_left et_pb_svg_logo et_pb_footer_columns5 et_cover_background et_pb_gutter et_pb_gutters2 et_right_sidebar et_divi_theme et-db et_minified_js et_minified_css elementor-default elementor-template-full-width elementor-kit-8412 elementor-page elementor-page-5942 elementor-page-10347">
|
||
<div id="page-container">
|
||
|
||
|
||
<!-- top haeder text /-->
|
||
<div id="top-header" class="TopbarCustom">
|
||
<div class="clearfix">
|
||
<div class="topInfo"><div id="block-2" class="et_pb_widget widget_block"><div class="custom-top-header-parent new-top-header-parent">
|
||
|
||
<p class="top-custom-text">
|
||
<a href="https://go.opsmx.com/delivery-shield-on-demand/" id="top-header-text" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<span class="txt-top-head">Instantly Scan Open Source, Docker Images & AI Code — No Setup Needed</span>
|
||
</a>
|
||
</p>
|
||
|
||
<p class="custom-top-btn">
|
||
<a href="https://go.opsmx.com/delivery-shield-on-demand/" class="upcoming-eve-btn" id="top-header-btn" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<span>Scan Now</span>
|
||
</a>
|
||
</p>
|
||
</div>
|
||
</div> <!-- end .et_pb_widget --></div>
|
||
</div>
|
||
</div>
|
||
<header id="main-header" data-height-onload="66">
|
||
<div class="container clearfix et_menu_container">
|
||
<div class="logo_container">
|
||
<span class="logo_helper"></span>
|
||
<a href="https://www.opsmx.com/blog/" data-wpel-link="internal">
|
||
<img src="https://www.opsmx.com/blog/wp-content/uploads/2025/09/OpsMx-Logo-White.png.bv_.webp" width="160" height="45" alt="OpsMx Blog" id="logo" data-height-percentage="54" />
|
||
</a>
|
||
</div>
|
||
<div id="et-top-navigation" data-height="66" data-fixed-height="40">
|
||
<nav id="top-menu-nav">
|
||
<nav id="mega-menu-wrap-primary-menu" class="mega-menu-wrap"><div class="mega-menu-toggle"><div class="mega-toggle-blocks-left"></div><div class="mega-toggle-blocks-center"></div><div class="mega-toggle-blocks-right"><div class='mega-toggle-block mega-menu-toggle-animated-block mega-toggle-block-0' id='mega-toggle-block-0'><button aria-controls="mega-menu-primary-menu" aria-expanded="false" aria-haspopup="true" aria-label="Toggle Menu" class="mega-toggle-animated mega-toggle-animated-slider" type="button">
|
||
<span class="mega-toggle-animated-box">
|
||
<span class="mega-toggle-animated-inner"></span>
|
||
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|
||
</button></div></div></div><ul id="mega-menu-primary-menu" class="mega-menu max-mega-menu mega-menu-horizontal mega-no-js" data-event="hover" data-effect="fade_up" data-effect-speed="200" data-effect-mobile="slide_left" data-effect-speed-mobile="600" data-panel-width=".et_builder_inner_content" data-panel-inner-width=".et_pb_row_0.et_pb_row" data-mobile-force-width="false" data-second-click="go" data-document-click="collapse" data-vertical-behaviour="standard" data-breakpoint="980" data-unbind="true" data-mobile-state="collapse_all" data-mobile-direction="vertical"><li class="mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-has-children mega-menu-megamenu mega-menu-grid mega-align-bottom-left mega-menu-item-14208 d-none" id="mega-menu-item-14208"><a class="mega-menu-link" href="#" aria-expanded="false" aria-controls="mega-sub-menu-14208">Products<span class="mega-indicator" aria-hidden="true"></span></a>
|
||
<ul class="mega-sub-menu" role='presentation' id='mega-sub-menu-14208'>
|
||
<li class="mega-menu-row" id="mega-menu-14208-0">
|
||
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|
||
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|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-11" id="mega-menu-item-custom_html-11"><div class="textwidget custom-html-widget"><div class="ops-nav-main-div-left">
|
||
<div class="ops-new-nav-dropdown">
|
||
|
||
<div class="ops-new-nav-dropdown-content">
|
||
|
||
|
||
<div class="ops-new-nav-dropdown2">
|
||
<button class="ops-new-nav-dropbtn2 secure-delivery" id="new-menu-argo-btn">
|
||
<table>
|
||
<tr>
|
||
<td width="75%"><a style="padding: 0;"><span>Secure Software Delivery</span></a></td>
|
||
<td width="15%"><img width="13" height="18" class="menu-image" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2013%2018'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/SSD-Icon.svg"><noscript><img width="13" height="18" class="menu-image" src="https://www.opsmx.com/wp-content/uploads/2024/04/SSD-Icon.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="/wp-content/uploads/2023/03/Vector.svg"><noscript><img width="11" height="16" src="/wp-content/uploads/2023/03/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
</button>
|
||
<div class="ops-new-nav-dropdown-content2">
|
||
<div class="new-nav-dropdown-child2 dropdown-visible">
|
||
<button class="parent-child-1">
|
||
<table >
|
||
<tr>
|
||
<td width="75%"><a href="https://www.opsmx.com/secure-software-delivery/" style="padding: 0;" data-wpel-link="external" rel="external noopener noreferrer"><span>Delivery Shield</span></a></td>
|
||
<td width="15%"><img width="14" height="18" class="menu-image" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2014%2018'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/04/Delivery-Shield-Icon.svg"><noscript><img width="14" height="18" class="menu-image" src="/wp-content/uploads/2024/04/Delivery-Shield-Icon.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="/wp-content/uploads/2023/03/Vector.svg"><noscript><img width="11" height="16" src="/wp-content/uploads/2023/03/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
</button>
|
||
|
||
<div class="dropdown-child-1">
|
||
|
||
<a href="https://www.opsmx.com/secure-software-delivery/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="412" height="291" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20412%20291'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/04/Updated-DevOps-Security-Icon.svg"><noscript><img width="412" height="291" src="/wp-content/uploads/2024/04/Updated-DevOps-Security-Icon.svg"></noscript>Overview</a>
|
||
|
||
<a href="https://www.opsmx.com/deployment-firewall/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="36" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2036%2031'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/04/Deployment-Firewall-1.svg"><noscript><img width="36" height="31" src="/wp-content/uploads/2024/04/Deployment-Firewall-1.svg"></noscript>Deployment Firewall</a>
|
||
|
||
<a href="https://www.opsmx.com/delivery-bill-of-materials/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="34" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2031'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/04/Delivery-BOM.svg"><noscript><img width="34" height="31" src="/wp-content/uploads/2024/04/Delivery-BOM.svg"></noscript>Software Supply Chain Security</a>
|
||
|
||
<a href="https://www.opsmx.com/continuous-risk-assessment/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="30" height="30" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2030%2030'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/07/Continuous-risk-assesment.svg"><noscript><img width="30" height="30" src="/wp-content/uploads/2024/07/Continuous-risk-assesment.svg"></noscript>Continuous Risk Assessment</a>
|
||
|
||
|
||
<a href="https://www.opsmx.com/developer-to-deployment-visibility/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="31" height="26" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2031%2026'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/07/Developer-to-Deployment-Visibility.svg"><noscript><img width="31" height="26" src="/wp-content/uploads/2024/07/Developer-to-Deployment-Visibility.svg"></noscript>Code to Cloud Visibility</a>
|
||
|
||
<a href="https://www.opsmx.com/shift-left-developer-productivity/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="28" height="29" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2028%2029'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/07/Shift-Left-Developer-Productivity.svg"><noscript><img width="28" height="29" src="/wp-content/uploads/2024/07/Shift-Left-Developer-Productivity.svg"></noscript>Shift Left Developer Productivity</a>
|
||
|
||
|
||
<a href="https://www.opsmx.com/compliance-automation/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="30" height="30" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2030%2030'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/07/Automate-Compliance-Verification.svg"><noscript><img width="30" height="30" src="/wp-content/uploads/2024/07/Automate-Compliance-Verification.svg"></noscript>Compliance Automation</a>
|
||
|
||
|
||
<a href="https://www.opsmx.com/vulnerability-management/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="30" height="28" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2030%2028'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/07/Vulnerability-Management.svg"><noscript><img width="30" height="28" src="/wp-content/uploads/2024/07/Vulnerability-Management.svg"></noscript>Vulnerability Management</a>
|
||
|
||
|
||
</div>
|
||
</div>
|
||
<div class="new-nav-dropdown-child3 dropdown-visible">
|
||
<button class="parent-child-2 mt-12">
|
||
<table>
|
||
<tr>
|
||
<td width="75%"><a href="https://www.opsmx.com/secure-continuous-delivery/" style="padding: 0;" data-wpel-link="external" rel="external noopener noreferrer"><span>Secure Open CD</span></a></td>
|
||
<td width="15%"><img width="14" height="17" class="menu-image" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2014%2017'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Secure-Open-CD-Icon.svg"><noscript><img width="14" height="17" class="menu-image" src="https://www.opsmx.com/wp-content/uploads/2024/04/Secure-Open-CD-Icon.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"><noscript><img width="11" height="16" src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
|
||
</button>
|
||
|
||
<div class="dropdown-child-2">
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="422" height="422" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20422%20422'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Fevicon.png"><noscript><img width="422" height="422" src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Fevicon.png"></noscript>Overview </a>
|
||
|
||
<a href="/deployment-firewall/" data-wpel-link="internal">
|
||
<img width="36" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2036%2031'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Deployment-Firewall-Copy.svg"><noscript><img width="36" height="31" src="https://www.opsmx.com/wp-content/uploads/2024/04/Deployment-Firewall-Copy.svg"></noscript>Deployment Firewall</a>
|
||
|
||
<a href="/delivery-bill-of-materials/" data-wpel-link="internal">
|
||
<img width="34" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2031'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Delivery-BOM.svg"><noscript><img width="34" height="31" src="https://www.opsmx.com/wp-content/uploads/2024/04/Delivery-BOM.svg"></noscript>Software Supply Chain Security</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/visibility-and-insights-for-secure-cd/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="34" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2031'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Visibility-and-Insights.svg"><noscript><img width="34" height="31" src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Visibility-and-Insights.svg"></noscript>CD Visibility & Insights </a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/audit-and-traceability-for-secure-cd/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="35" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2035%2031'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Audit-and-Traceability.svg"><noscript><img width="35" height="31" src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Audit-and-Traceability.svg"></noscript> CD Audit & Traceability </a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/delivery-intelligence-for-secure-cd/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="27" height="34" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2027%2034'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Security-and-Compliance-Copy.svg"><noscript><img width="27" height="34" src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Security-and-Compliance-Copy.svg"></noscript>CD Delivery & Intelligence</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/security-and-governance-for-secure-cd/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="32" height="31" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2031'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Delivery-and-Intelligence.svg"><noscript><img width="32" height="31" src="https://www.opsmx.com/wp-content/uploads/2024/04/CD-Delivery-and-Intelligence.svg"></noscript>CD Security & Compliance</a>
|
||
|
||
|
||
|
||
</div>
|
||
|
||
</div>
|
||
|
||
|
||
</div>
|
||
</div>
|
||
|
||
<div class="ops-new-nav-dropdown2 ops-nav-mt14">
|
||
<button class="ops-new-nav-dropbtn2 open-cd" id="new-menu-argo-btn2">
|
||
<table>
|
||
<tr>
|
||
<td width="75%"><a style="padding: 0;">
|
||
<span>Open CD</span></a></td>
|
||
<td width="15%"><img width="19" height="12" class="menu-image" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2019%2012'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Open-CD-Icon-1.svg"><noscript><img width="19" height="12" class="menu-image" src="https://www.opsmx.com/wp-content/uploads/2024/04/Open-CD-Icon-1.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"><noscript><img width="11" height="16" src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
</button>
|
||
<div class="ops-new-nav-dropdown-content2 last-third" id="argo-button">
|
||
<div class="new-nav-dropdown-child4 dropdown-visible">
|
||
<button class="parent-child-3" id="argo-btn">
|
||
<table>
|
||
<tr>
|
||
<td width="75%"><a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/" style="padding: 0;" data-wpel-link="external" rel="external noopener noreferrer"><span>Solutions for Argo</span></a></td>
|
||
<td width="15%"><img width="32" height="40" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2040'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Group.svg"><noscript><img width="32" height="40" src="https://www.opsmx.com/wp-content/uploads/2024/04/Group.svg"></noscript></td>
|
||
<!-- <td width="15%"><img width="32" height="35" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2035'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2023/03/Group-1.svg"><noscript><img width="32" height="35" src="/wp-content/uploads/2023/03/Group-1.svg"></noscript></td> -->
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"><noscript><img width="11" height="16" src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
|
||
</button>
|
||
<div class="dropdown-child-3">
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="32" height="40" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2040'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Group.svg"><noscript><img width="32" height="40" src="https://www.opsmx.com/wp-content/uploads/2024/04/Group.svg"></noscript>Overview</a>
|
||
|
||
<a href="/secure-continuous-delivery/isd-for-argo/visibility-and-insights/" data-wpel-link="internal">
|
||
<img width="37" height="37" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2037%2037'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Versatile.svg"><noscript><img width="37" height="37" src="https://www.opsmx.com/wp-content/uploads/2024/04/Versatile.svg"></noscript> Visibility & Insights</a>
|
||
|
||
<a href="/secure-continuous-delivery/isd-for-argo/audit-and-traceability/" data-wpel-link="internal">
|
||
<img width="31" height="33" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2031%2033'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"><noscript><img width="31" height="33" src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"></noscript> Audit & Traceability</a>
|
||
|
||
<a href="/secure-continuous-delivery/isd-for-argo/delivery-intelligence/" data-wpel-link="internal">
|
||
<img width="41" height="41" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2041%2041'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"><noscript><img width="41" height="41" src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"></noscript>Delivery & Intelligence</a>
|
||
|
||
<a href="/secure-continuous-delivery/isd-for-argo/policy-and-governance/" data-wpel-link="internal">
|
||
<img width="34" height="34" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2034'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"><noscript><img width="34" height="34" src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"></noscript>Security & Governance</a>
|
||
|
||
</div>
|
||
|
||
</div>
|
||
|
||
<div class="new-nav-dropdown-child5 dropdown-visible">
|
||
<button class="parent-child-4 mt-12" id="flux-btn">
|
||
<table>
|
||
<tr>
|
||
<td width="75%">
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/" style="padding: 0;" data-wpel-link="external" rel="external noopener noreferrer"><span>Solutions for Flux</span></a></td>
|
||
<td width="15%"><img width="13" height="18" class="menu-image" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2013%2018'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/04/Flux-logo.svg"><noscript><img width="13" height="18" class="menu-image" src="/wp-content/uploads/2024/04/Flux-logo.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"><noscript><img width="11" height="16" src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
|
||
</button>
|
||
<div class="dropdown-child-4">
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="13" height="18" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2013%2018'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Flux-logo-1.svg"><noscript><img width="13" height="18" src="https://www.opsmx.com/wp-content/uploads/2024/04/Flux-logo-1.svg"></noscript> Overview</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/visibility-and-insights-for-flux/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="37" height="37" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2037%2037'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2023/03/Versatile.svg"><noscript><img width="37" height="37" src="https://www.opsmx.com/wp-content/uploads/2023/03/Versatile.svg"></noscript>Visibility & Insights</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/audit-and-traceability-for-flux/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="31" height="33" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2031%2033'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"><noscript><img width="31" height="33" src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"></noscript>Audit & Traceability</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/delivery-intelligence-for-flux/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="41" height="41" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2041%2041'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"><noscript><img width="41" height="41" src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"></noscript> Delivery &
|
||
Intelligence</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/secure-flux-cd/security-and-governance-for-flux/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="34" height="34" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2034'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"><noscript><img width="34" height="34" src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"></noscript>Security & Governance</a>
|
||
|
||
</div>
|
||
</div>
|
||
|
||
|
||
<div class="new-nav-dropdown-child6 dropdown-visible">
|
||
<button class="parent-child-5 mt-12" id="spinnaker-btn">
|
||
<table>
|
||
<tr>
|
||
<td width="75%"><a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" style="padding: 0;" data-wpel-link="external" rel="external noopener noreferrer"><span>Solutions for Spinnaker</span></a></td>
|
||
<td width="15%"><img width="32" height="35" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2035'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Group-1.svg"><noscript><img width="32" height="35" src="https://www.opsmx.com/wp-content/uploads/2024/04/Group-1.svg"></noscript></td>
|
||
<td width="10%" style="text-align: right;"><img width="11" height="16" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2011%2016'%3E%3C/svg%3E"
|
||
class="ops-nav-arrow-img" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"><noscript><img width="11" height="16" src="https://www.opsmx.com/wp-content/uploads/2024/04/Vector.svg"
|
||
class="ops-nav-arrow-img"></noscript></td>
|
||
</tr>
|
||
</table>
|
||
</button>
|
||
<div class="dropdown-child-5">
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="32" height="35" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2035'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Group-1.svg"><noscript><img width="32" height="35" src="https://www.opsmx.com/wp-content/uploads/2024/04/Group-1.svg"></noscript>Overview</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="37" height="37" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2037%2037'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Versatile.svg"><noscript><img width="37" height="37" src="https://www.opsmx.com/wp-content/uploads/2024/04/Versatile.svg"></noscript> Visibility & Insights</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/audit-and-traceability/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="31" height="33" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2031%2033'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"><noscript><img width="31" height="33" src="https://www.opsmx.com/wp-content/uploads/2024/04/Audit.svg"></noscript> Audit & Traceability</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/delivery-intelligence/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="41" height="41" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2041%2041'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"><noscript><img width="41" height="41" src="https://www.opsmx.com/wp-content/uploads/2024/04/OpsMx-Intelligent-Software-Delivery-for-Argo.svg"></noscript> Delivery &
|
||
Intelligence</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/policy-and-governance/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img width="34" height="34" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2034%2034'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"><noscript><img width="34" height="34" src="https://www.opsmx.com/wp-content/uploads/2023/03/Policy.svg"></noscript> Security & Governance</a>
|
||
|
||
</div>
|
||
|
||
</div>
|
||
</div>
|
||
|
||
</div>
|
||
<div class="opx-mx-appsec-drop">
|
||
<a href="/integrations/" data-wpel-link="internal">
|
||
Security and DevOps Integrations <img width="71" height="63" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2071%2063'%3E%3C/svg%3E" data-lazy-src="/wp-content/uploads/2024/10/DevOps-Integration-menu-icon.svg"><noscript><img width="71" height="63" src="/wp-content/uploads/2024/10/DevOps-Integration-menu-icon.svg"></noscript>
|
||
</a>
|
||
</div>
|
||
|
||
</div>
|
||
</div>
|
||
</div></div></li> </ul>
|
||
</li><li class="mega-menu-column mega-menu-columns-3-of-12" style="--columns:12; --span:3" id="mega-menu-14208-0-1"></li><li class="mega-menu-column mega-menu-columns-3-of-12" style="--columns:12; --span:3" id="mega-menu-14208-0-2"></li><li class="mega-menu-column mega-menu-columns-3-of-12" style="--columns:12; --span:3" id="mega-menu-14208-0-3">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-12" id="mega-menu-item-custom_html-12"><div class="textwidget custom-html-widget"><div class="ops-web-ebbok-main-container" id="new-menu-ssd-shortcode">
|
||
<div class="ops-webinar">
|
||
<div class="ops-webinar-img"><img width="278" height="139" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20278%20139'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2025/02/MAR-19-Menu-thumbnail.png"><noscript><img width="278" height="139" src="https://www.opsmx.com/blog/wp-content/uploads/2025/02/MAR-19-Menu-thumbnail.png"></noscript></div>
|
||
<div class="ops-webinar-date-link">
|
||
<p>
|
||
<span class="ops-webinar-date">
|
||
MAR 19 2025
|
||
</span>
|
||
<span class="ops-webinar-link">
|
||
<a href="https://www.opsmx.com/webinars/building-comprehensive-cost-effective-appsec-with-open-source-security-tools/" data-wpel-link="external" rel="external noopener noreferrer">REGISTER NOW</a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
<div class="ops-ebook">
|
||
<div class="ops-ebook-img"><img width="277" height="113" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20277%20113'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2023/07/SSD-Menu-Mockup.png"><noscript><img width="277" height="113" src="https://www.opsmx.com/blog/wp-content/uploads/2023/07/SSD-Menu-Mockup.png"></noscript></div>
|
||
<div class="ops-ebook-date-link">
|
||
<p>
|
||
<span class="ops-ebook-date">
|
||
1000+ DOWNLOADS
|
||
</span>
|
||
|
||
<span class="ops-ebook-link">
|
||
<a href="https://go.opsmx.com/hubfs/OpsMx-Secure-Software-Delivery-SSD-Solution-Brief.pdf" data-wpel-link="external" rel="external noopener noreferrer">GRAB IT NOW </a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<div class="ops-web-ebbok-main-container" id="new-menu-argo-shortcode">
|
||
<div class="ops-webinar">
|
||
<div class="ops-webinar-img"><img width="278" height="139" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20278%20139'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2024/12/DEC17-On-Demand-Webinar.png"><noscript><img width="278" height="139" src="https://www.opsmx.com/blog/wp-content/uploads/2024/12/DEC17-On-Demand-Webinar.png"></noscript></div>
|
||
<div class="ops-webinar-date-link">
|
||
<p>
|
||
<span class="ops-webinar-date">
|
||
ON DEMAND WEBINAR
|
||
</span>
|
||
<span class="ops-webinar-link">
|
||
<a href="https://www.opsmx.com/webinars/argocd-for-continuous-delivery-a-migration-blueprint/" data-wpel-link="external" rel="external noopener noreferrer">WATCH NOW</a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
<div class="ops-ebook">
|
||
<div class="ops-ebook-img"><img width="277" height="113" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20277%20113'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2023/03/Ebook-Argo-thumbnail.png"><noscript><img width="277" height="113" src="https://www.opsmx.com/blog/wp-content/uploads/2023/03/Ebook-Argo-thumbnail.png"></noscript></div>
|
||
<div class="ops-ebook-date-link">
|
||
<p>
|
||
<span class="ops-ebook-date">
|
||
1000+ DOWNLOADS
|
||
</span>
|
||
|
||
<span class="ops-ebook-link">
|
||
<a href="https://www.opsmx.com/guides-datasheets/argo-ebook/" data-wpel-link="external" rel="external noopener noreferrer">GRAB IT NOW</a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<div class="ops-web-ebbok-main-container" id="new-menu-spinnaker-shortcode">
|
||
<div class="ops-webinar">
|
||
<div class="ops-webinar-img"><img width="278" height="139" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20278%20139'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2024/12/DEC17-On-Demand-Webinar.png"><noscript><img width="278" height="139" src="https://www.opsmx.com/blog/wp-content/uploads/2024/12/DEC17-On-Demand-Webinar.png"></noscript></div>
|
||
<div class="ops-webinar-date-link">
|
||
<p>
|
||
<span class="ops-webinar-date">
|
||
ON DEMAND WEBINAR
|
||
</span>
|
||
<span class="ops-webinar-link">
|
||
<a href="https://www.opsmx.com/webinars/argocd-for-continuous-delivery-a-migration-blueprint/" data-wpel-link="external" rel="external noopener noreferrer">WATCH NOW</a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
<div class="ops-ebook">
|
||
<div class="ops-ebook-img"><img width="277" height="113" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20277%20113'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/blog/wp-content/uploads/2023/03/Ebook-spinnaker-thumbnail.png"><noscript><img width="277" height="113" src="https://www.opsmx.com/blog/wp-content/uploads/2023/03/Ebook-spinnaker-thumbnail.png"></noscript></div>
|
||
<div class="ops-ebook-date-link">
|
||
<p>
|
||
<span class="ops-ebook-date">
|
||
1000+ DOWNLOADS
|
||
</span>
|
||
|
||
<span class="ops-ebook-link">
|
||
<a href="https://www.opsmx.com/guides-datasheets/advanced-deployment-strategies-ebook/" data-wpel-link="external" rel="external noopener noreferrer">GRAB IT NOW</a>
|
||
</span>
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div></li> </ul>
|
||
</li> </ul>
|
||
</li></ul>
|
||
</li><li class="mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-has-children mega-menu-megamenu mega-menu-grid mega-align-bottom-left mega-menu-item-45930" id="mega-menu-item-45930"><a class="mega-menu-link" href="#" aria-expanded="false" aria-controls="mega-sub-menu-45930">Product<span class="mega-indicator" aria-hidden="true"></span></a>
|
||
<ul class="mega-sub-menu" role='presentation' id='mega-sub-menu-45930'>
|
||
<li class="mega-menu-row mega-product_top mega-d-none product_top d-none" id="mega-menu-45930-0">
|
||
<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
|
||
<li class="mega-menu-column mega-product-top-col2 mega-menu-columns-6-of-12 product-top-col2" style="--columns:12; --span:6" id="mega-menu-45930-0-0">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-28" id="mega-menu-item-custom_html-28"><div class="textwidget custom-html-widget"><div class="top_case_menu">
|
||
<h4><a href="/secure-software-delivery/" data-wpel-link="internal"> AI for Security & Compliance
|
||
</a> <span class="txt-center pt4 FW-400 mb0 black-txt"> - OpsMx Delivery Shield</span> </h4>
|
||
|
||
</div></div></li> </ul>
|
||
</li><li class="mega-menu-column mega-product-top-col3 mega-menu-columns-6-of-12 product-top-col3" style="--columns:12; --span:6" id="mega-menu-45930-0-1">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-27" id="mega-menu-item-custom_html-27"><div class="textwidget custom-html-widget"><div class="top_case_menu cus_hide_tab">
|
||
<h4><a href="https://www.opsmx.com/delivery-flow-overview/" data-wpel-link="internal">AI for DevOps
|
||
</a> <span class="txt-center FW-400 mb0 black-txt pt4"> - OpsMx Delivery Flow</span> </h4>
|
||
|
||
</div></div></li> </ul>
|
||
</li> </ul>
|
||
</li><li class="mega-menu-row mega-product_top product_top" id="mega-menu-45930-1">
|
||
<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
|
||
<li class="mega-menu-column mega-product_btm_col2 mega-menu-columns-12-of-12 product_btm_col2" style="--columns:12; --span:12" id="mega-menu-45930-1-0">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-26" id="mega-menu-item-custom_html-26"><div class="textwidget custom-html-widget"><div class="opm_opsmx_plat mb10">
|
||
<img width="91" height="89" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2091%2089'%3E%3C/svg%3E" data-lazy-src="https://www.opsmx.com/wp-content/uploads/2026/03/OpsMx-Logo-White.png.bv_-1-1.png"><noscript><img width="91" height="89" src="https://www.opsmx.com/wp-content/uploads/2026/03/OpsMx-Logo-White.png.bv_-1-1.png"></noscript>
|
||
<h4><a href="https://www.opsmx.com/opsmx-platform/" data-wpel-link="external" rel="external noopener noreferrer">Risk Assesment & Remediation Platform</a> </h4>
|
||
</div>
|
||
|
||
<div class="txt-center opm_opsmx_plat_desc body-text3 primary-white d-none">
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#context" data-wpel-link="external" rel="external noopener noreferrer">Context Engine</a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#agents" data-wpel-link="external" rel="external noopener noreferrer"> Agents </a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#risk" data-wpel-link="external" rel="external noopener noreferrer"> Risk Intelligence </a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#trust" data-wpel-link="external" rel="external noopener noreferrer"> Trust </a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#assistant" data-wpel-link="external" rel="external noopener noreferrer"> Assistant </a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#delegate
|
||
" data-wpel-link="external" rel="external noopener noreferrer"> Enterprise Delegate </a>
|
||
<a class="primary-white" href="https://www.opsmx.com/opsmx-platform/#integration" data-wpel-link="external" rel="external noopener noreferrer"> Integrations </a>
|
||
</div></div></li> </ul>
|
||
</li> </ul>
|
||
</li><li class="mega-menu-row" id="mega-menu-45930-2">
|
||
<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
|
||
<li class="mega-menu-column mega-new_prod_col mega-new_prod_col2 mega-mtcol mega-menu-columns-4-of-12 new_prod_col new_prod_col2 mtcol" style="--columns:12; --span:4" id="mega-menu-45930-2-0">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-24" id="mega-menu-item-custom_html-24"><div class="textwidget custom-html-widget"><div class="new-opm-menu opm-security">
|
||
<div class="top_case_menu to_app_plat">
|
||
<h4>
|
||
🔒 For Security Teams
|
||
</h4>
|
||
<p class="opm-subtext">Fix risks across code, pipelines, and cloud</p>
|
||
</div>
|
||
|
||
<div class="opm-dropdown-menu">
|
||
|
||
<!-- Item 1 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
Remediation Agents
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="/ai-code-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Code Agent
|
||
</a>
|
||
<a href="/ai-kubernetes-remediation-agent" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Kubernetes Agent
|
||
</a>
|
||
<a href="/ai-cloud-security-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Cloud & CSPM Agent
|
||
</a>
|
||
<a href="/ai-devops-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
DevOps Agent
|
||
</a>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- Item 2 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
Security Risk & Prioritization
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="https://www.opsmx.com/continuous-risk-assessment/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI-Driven Risk Assessment & Prioritization
|
||
</a>
|
||
<a href="https://www.opsmx.com/ai-guided-risk-remediation-with-opsmx-delivery-shield" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI-Driven Diagnostics & Remediation
|
||
</a>
|
||
<a href="https://www.opsmx.com/software-bill-of-materials-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI & Software Supply Chain
|
||
</a>
|
||
<a href="https://www.opsmx.com/compliance-automation/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Compliance Automation
|
||
</a>
|
||
<a href="https://www.opsmx.com/deployment-firewall/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Policy Enforcement & Deployment Firewall
|
||
</a>
|
||
<a href="#">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Governence and Audit
|
||
</a>
|
||
</div>
|
||
</div>
|
||
|
||
|
||
<!-- Item 3 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
Code-to-Cloud Security as-a-Service
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
|
||
<a href="https://www.opsmx.com/ai-model-scanning/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI Model Scanning
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/secure-ai-development-environment/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Secure AI Development Environment
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/dynamic-runtime-ai-security/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Dynamic & Runtime AI Security
|
||
</a>
|
||
|
||
<a href="#">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
MCP Security
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/static-application-security-testing-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Static Application Security Testing
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/git-security-posture-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Git Posture Scanning
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/software-composition-analysis-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Software Composition Analysis
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/open-source-risk-management-for-oss-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Open Source Risk
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/mobile-application-security-testing-and-protection-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Mobile Application Protection
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/infrastructure-as-code-security-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Infrastructure as Code Security
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/kubernetes-security-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Container Scanning
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/dynamic-application-security-testing-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Dynamic Application Security Testing
|
||
</a>
|
||
|
||
<a href="https://www.opsmx.com/cloud-security-posture-management-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Cloud Security Posture Management
|
||
</a>
|
||
|
||
</div>
|
||
</div>
|
||
|
||
</div>
|
||
</div>
|
||
</div></li><li class="mega-nppcr mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45931 nppcr d-none" id="mega-menu-item-45931"><a class="mega-menu-link" href="https://www.opsmx.com/continuous-risk-assessment/" data-wpel-link="external" rel="external noopener noreferrer">AI-Driven Risk Assessment & Prioritization</a></li><li class="mega-npaidr mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-46711 npaidr d-none" id="mega-menu-item-46711"><a class="mega-menu-link" href="https://www.opsmx.com/ai-guided-risk-remediation-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">AI-Driven Diagnostics & Remediation</a></li><li class="mega-npssc mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45932 npssc d-none" id="mega-menu-item-45932"><a class="mega-menu-link" href="https://www.opsmx.com/software-bill-of-materials-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">AI & Software Supply Chain (SBOM)</a></li><li class="mega-npcaz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45933 npcaz d-none" id="mega-menu-item-45933"><a class="mega-menu-link" href="https://www.opsmx.com/compliance-automation/" data-wpel-link="external" rel="external noopener noreferrer">Compliance Automation</a></li><li class="mega-npdfz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45934 npdfz d-none" id="mega-menu-item-45934"><a class="mega-menu-link" href="https://www.opsmx.com/deployment-firewall/" data-wpel-link="external" rel="external noopener noreferrer">Policy Enforcement & Deployment Firewall</a></li> </ul>
|
||
</li><li class="mega-menu-column mega-new_prod_col mega-new_prod_col_1 mega-mtcol mega-menu-columns-4-of-12 new_prod_col new_prod_col_1 mtcol" style="--columns:12; --span:4" id="mega-menu-45930-2-1">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-23" id="mega-menu-item-custom_html-23"><div class="textwidget custom-html-widget"><div class="new-opm-menu opm-devops">
|
||
|
||
<div class="top_case_menu to_app_secu">
|
||
<h4>⚙️ For DevOps & SRE Teams </h4>
|
||
<p class="opm-subtext">
|
||
Diagnose and fix delivery and production issues early
|
||
</p>
|
||
</div>
|
||
|
||
<div class="opm-dropdown-menu">
|
||
|
||
<!-- Item 1 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
Diagnostics & Remediation Agents
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="/ai-devops-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
DevOps Agent
|
||
</a>
|
||
<a href="/ai-kubernetes-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Kubernetes Agent
|
||
</a>
|
||
<a href="/ai-cloud-security-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Cloud & CSPM Agent
|
||
</a>
|
||
<a href="/ai-code-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Code Agent
|
||
</a>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- Item 2 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
DevOps Observability & Governance
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="https://www.opsmx.com/ai-driven-operations-and-diagnostics/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI-Driven Operations and Diagnostics
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/policy-and-governance/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Policy & Governance for Software & AI
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/delivery-intelligence/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
AI-Driven Delivery Intelligence
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/visibility-and-insights/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Observability and Audit
|
||
</a>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- Item 3 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
Continuous Delivery as-a-Service
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="https://www.opsmx.com/apps-and-ai-workflows/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Apps and AI Workflows
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
GitOps with Argo CD
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Multi-Cloud Deployments
|
||
</a>
|
||
<a href="https://www.opsmx.com/internal-developer-portal/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Internal Developer Portal (IDP)
|
||
</a>
|
||
<a href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
CD: Spinnaker & Support
|
||
</a>
|
||
</div>
|
||
</div>
|
||
|
||
|
||
|
||
</div>
|
||
|
||
|
||
|
||
</div></div></li><li class="mega-npsas mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45935 npsas d-none" id="mega-menu-item-45935"><a class="mega-menu-link" href="https://www.opsmx.com/static-application-security-testing-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Static Application Security Testing (SAST)</a></li><li class="mega-npaims mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47192 npaims d-none" id="mega-menu-item-47192"><a class="mega-menu-link" href="https://www.opsmx.com/ai-model-scanning/" data-wpel-link="external" rel="external noopener noreferrer">AI Model Scanning</a></li><li class="mega-npgps mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45936 npgps d-none" id="mega-menu-item-45936"><a class="mega-menu-link" href="https://www.opsmx.com/git-security-posture-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Git Posture Scanning</a></li><li class="mega-npsaide mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47194 npsaide d-none" id="mega-menu-item-47194"><a class="mega-menu-link" href="https://www.opsmx.com/secure-ai-development-environment/" data-wpel-link="external" rel="external noopener noreferrer">Secure AI Development Environment</a></li><li class="mega-npsca mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45937 npsca d-none" id="mega-menu-item-45937"><a class="mega-menu-link" href="https://www.opsmx.com/software-composition-analysis-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Software Composition Analysis (SCA)</a></li><li class="mega-nposr mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-46242 nposr d-none" id="mega-menu-item-46242"><a class="mega-menu-link" href="https://www.opsmx.com/open-source-risk-management-for-oss-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Open Source Risk</a></li><li class="mega-npmap mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45938 npmap d-none" id="mega-menu-item-45938"><a class="mega-menu-link" href="https://www.opsmx.com/mobile-application-security-testing-and-protection-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Mobile Application Protection (MAP)</a></li><li class="mega-npiac mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45939 npiac d-none" id="mega-menu-item-45939"><a class="mega-menu-link" href="https://www.opsmx.com/infrastructure-as-code-security-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Infrastructure as Code (IAC) Security</a></li><li class="mega-npscz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45940 npscz d-none" id="mega-menu-item-45940"><a class="mega-menu-link" href="https://www.opsmx.com/kubernetes-security-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Container Scanning</a></li><li class="mega-npdas mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45941 npdas d-none" id="mega-menu-item-45941"><a class="mega-menu-link" href="https://www.opsmx.com/dynamic-application-security-testing-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Dynamic Application Security Testing (DAST)</a></li><li class="mega-npdrais mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47193 npdrais d-none" id="mega-menu-item-47193"><a class="mega-menu-link" href="https://www.opsmx.com/dynamic-runtime-ai-security/" data-wpel-link="external" rel="external noopener noreferrer">Dynamic & Runtime AI Security</a></li><li class="mega-npcsp mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-46243 npcsp d-none" id="mega-menu-item-46243"><a class="mega-menu-link" href="https://www.opsmx.com/cloud-security-posture-management-with-opsmx-delivery-shield/" data-wpel-link="external" rel="external noopener noreferrer">Cloud Security Posture Management (CSPM)</a></li> </ul>
|
||
</li><li class="mega-menu-column mega-new_prod_col mega-new_prod_col3 mega-mtcol mega-menu-columns-4-of-12 new_prod_col new_prod_col3 mtcol" style="--columns:12; --span:4" id="mega-menu-45930-2-2">
|
||
<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-25" id="mega-menu-item-custom_html-25"><div class="textwidget custom-html-widget"><div class="new-opm-menu opm-developer">
|
||
|
||
<div class="top_case_menu to_app_secu">
|
||
<h4>💻 For Developers </h4>
|
||
<p class="opm-subtext"> Fix vulnerabilities in code, dependencies, & Infra </p>
|
||
</div>
|
||
|
||
<div class="opm-dropdown-menu">
|
||
|
||
<!-- Item 1 -->
|
||
<div class="opm-menu-item">
|
||
<div class="opm-menu-heading">
|
||
AI Gaurdian
|
||
<span class="opm-caret"></span>
|
||
</div>
|
||
|
||
<div class="opm-submenu">
|
||
<a href="/ai-code-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Code Agent
|
||
</a>
|
||
<a href="/ai-devops-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
DevOps Agent
|
||
</a>
|
||
<a href="/ai-kubernetes-remediation-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
|
||
Kubernetes Agent
|
||
</a>
|
||
<a href="/ai-cloud-security-agent/" data-wpel-link="internal">
|
||
<img src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%200%200'%3E%3C/svg%3E" alt="" data-lazy-src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg"><noscript><img src="https://staging.opsmx.com/wp-content/uploads/2025/03/Compliance-Automation.svg" alt=""></noscript>
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Cloud & CSPM Agent
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</div></div></li><li class="mega-adoad mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47360 adoad d-none" id="mega-menu-item-47360"><a class="mega-menu-link" href="https://www.opsmx.com/ai-driven-operations-and-diagnostics/" data-wpel-link="external" rel="external noopener noreferrer">AI-Driven Operations and Diagnostics</a></li><li class="mega-npvai mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45944 npvai d-none" id="mega-menu-item-45944"><a class="mega-menu-link" href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/policy-and-governance/" data-wpel-link="external" rel="external noopener noreferrer">Policy & Governance for Software & AI</a></li><li class="mega-npatz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45945 npatz d-none" id="mega-menu-item-45945"><a class="mega-menu-link" href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/visibility-and-insights/" data-wpel-link="external" rel="external noopener noreferrer">Observability and Audit</a></li><li class="mega-npdiz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45946 npdiz d-none" id="mega-menu-item-45946"><a class="mega-menu-link" href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/delivery-intelligence/" data-wpel-link="external" rel="external noopener noreferrer">AI-Driven Delivery Intelligence</a></li><li class="mega-npsfa mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45942 npsfa d-none" id="mega-menu-item-45942"><a class="mega-menu-link" href="https://www.opsmx.com/secure-continuous-delivery/isd-for-argo/" data-wpel-link="external" rel="external noopener noreferrer">GitOps: Argo CD & Support</a></li><li class="mega-npsfs mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45943 npsfs d-none" id="mega-menu-item-45943"><a class="mega-menu-link" href="https://www.opsmx.com/secure-continuous-delivery/isd-for-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">CD: Spinnaker & Support</a></li><li class="mega-npsgz mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45947 npsgz d-none" id="mega-menu-item-45947"><a class="mega-menu-link" href="https://www.opsmx.com/internal-developer-portal/" data-wpel-link="external" rel="external noopener noreferrer">Internal Developer Portal (IDP)</a></li><li class="mega-aaiw mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47359 aaiw d-none" id="mega-menu-item-47359"><a class="mega-menu-link" href="https://www.opsmx.com/apps-and-ai-workflows/" data-wpel-link="external" rel="external noopener noreferrer">Apps and AI Workflows</a></li> </ul>
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</li> </ul>
|
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</li></ul>
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</li><li class="mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-has-children mega-menu-megamenu mega-menu-grid mega-align-bottom-left mega-menu-item-14209" id="mega-menu-item-14209"><a class="mega-menu-link" href="#" aria-expanded="false" aria-controls="mega-sub-menu-14209">Solutions<span class="mega-indicator" aria-hidden="true"></span></a>
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<ul class="mega-sub-menu" role='presentation' id='mega-sub-menu-14209'>
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<li class="mega-menu-row mega-product_top product_top" id="mega-menu-14209-0">
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<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
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<li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-14209-0-0"></li><li class="mega-menu-column mega-usecases-top-col2 mega-reduce_width_1920 mega-menu-columns-4-of-12 usecases-top-col2 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-14209-0-1">
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<ul class="mega-sub-menu">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-32" id="mega-menu-item-custom_html-32"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu "><h4><a>AI for Security & Compliance</a> </h4>
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</div></div></li> </ul>
|
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</li><li class="mega-menu-column mega-usecases-top-col3 mega-reduce_width_1920 mega-menu-columns-4-of-12 mega-hide-on-mobile usecases-top-col3 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-14209-0-2">
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<ul class="mega-sub-menu">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-33" id="mega-menu-item-custom_html-33"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu">
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<h4><a>AI for DevOps </a></h4>
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</div></div></li> </ul>
|
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</li><li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-14209-0-3"></li> </ul>
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</li><li class="mega-menu-row mega-usecase_row usecase_row" id="mega-menu-14209-1">
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<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
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<li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-14209-1-0"></li><li class="mega-menu-column mega-usecases-top-col2 mega-reduce_width_1920 mega-menu-columns-4-of-12 usecases-top-col2 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-14209-1-1">
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<ul class="mega-sub-menu">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-13" id="mega-menu-item-custom_html-13"><h4 class="mega-block-title">Use Cases</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-sesbom mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-46373 nav-me-sesbom" id="mega-menu-item-46373"><a class="mega-menu-link" href="https://www.opsmx.com/sebi-cscrf-sbom/" data-wpel-link="external" rel="external noopener noreferrer">SBOM Compliance for SEBI CSCRF</a></li><li class="mega-nav-me-dop mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-36393 nav-me-dop" id="mega-menu-item-36393"><a class="mega-menu-link" href="https://www.opsmx.com/devsecops/" data-wpel-link="external" rel="external noopener noreferrer">Secure Software Delivery with DevSecOps</a></li><li class="mega-nav-me-sau mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14210 nav-me-sau" id="mega-menu-item-14210"><a class="mega-menu-link" href="https://www.opsmx.com/governance-compliance-devsecops/" data-wpel-link="external" rel="external noopener noreferrer">Automate AppSec Compliance Checks</a></li><li class="mega-nav-me-apf mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14211 nav-me-apf" id="mega-menu-item-14211"><a class="mega-menu-link" href="https://www.opsmx.com/automated-prioritization-false-positives/" data-wpel-link="external" rel="external noopener noreferrer">Risk-Based Vulnerability Prioritization</a></li><li class="mega-nav-me-gur mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14212 nav-me-gur" id="mega-menu-item-14212"><a class="mega-menu-link" href="https://www.opsmx.com/developer-guided-remediation/" data-wpel-link="external" rel="external noopener noreferrer">Remediate Faster with AI-Guided Fixes</a></li><li class="mega-nav-me-osr mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-15223 nav-me-osr" id="mega-menu-item-15223"><a class="mega-menu-link" href="https://www.opsmx.com/open-source-risk-management-for-developers-and-security-teams/" data-wpel-link="external" rel="external noopener noreferrer">Open Source Security at Every Stage</a></li><li class="mega-nav-me-pe mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47204 nav-me-pe" id="mega-menu-item-47204"><a class="mega-menu-link" href="https://www.opsmx.com/application-security-policy-enforcement/" data-wpel-link="external" rel="external noopener noreferrer">Automated Security Policy Enforcement</a></li><li class="mega-nav-me-ara mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47206 nav-me-ara" id="mega-menu-item-47206"><a class="mega-menu-link" href="https://www.opsmx.com/automated-risk-assessment/" data-wpel-link="external" rel="external noopener noreferrer">Continuous Application Risk Assessment</a></li><li class="mega-nav-me-vm mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47207 nav-me-vm" id="mega-menu-item-47207"><a class="mega-menu-link" href="https://www.opsmx.com/vulnerability-management-remediation-and-prioritization/" data-wpel-link="external" rel="external noopener noreferrer">Smart & Efficient Vulnerability Management</a></li><li class="mega-nav-me-sacg mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47208 nav-me-sacg" id="mega-menu-item-47208"><a class="mega-menu-link" href="https://www.opsmx.com/secure-and-compliant-gitops/" data-wpel-link="external" rel="external noopener noreferrer">Secure GitOps for Regulated Pipelines</a></li><li class="mega-nav-me-sagc mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47882 nav-me-sagc" id="mega-menu-item-47882"><a class="mega-menu-link" href="https://www.opsmx.com/secure-ai-generated-code/" data-wpel-link="external" rel="external noopener noreferrer">Securing AI-Generated Code</a></li><li class="mega-nav-me-sam mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47883 nav-me-sam" id="mega-menu-item-47883"><a class="mega-menu-link" href="https://www.opsmx.com/secure-ai-models-llms/" data-wpel-link="external" rel="external noopener noreferrer">Securing AI Models</a></li> </ul>
|
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</li><li class="mega-menu-column mega-reduce_width_1920 mega-menu-columns-4-of-12 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-14209-1-2">
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<ul class="mega-sub-menu">
|
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-39" id="mega-menu-item-custom_html-39"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu mobile">
|
||
<h4><a>AI for DevOps </a></h4>
|
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</div></div></li><li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-35" id="mega-menu-item-custom_html-35"><h4 class="mega-block-title">Use Cases</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-jnk mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48260 nav-me-jnk" id="mega-menu-item-48260"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-and-delivery-for-jenkins/" data-wpel-link="external" rel="external noopener noreferrer">Intelligent Deployment for Jenkins</a></li><li class="mega-nav-me-k8 mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48261 nav-me-k8" id="mega-menu-item-48261"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-and-delivery-for-kubernetes/" data-wpel-link="external" rel="external noopener noreferrer">Intelligent Delivery for Kubernetes</a></li><li class="mega-nav-me-openstack mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48262 nav-me-openstack" id="mega-menu-item-48262"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-and-delivery-for-openshift/" data-wpel-link="external" rel="external noopener noreferrer">Policy‑Driven Deployments on OpenShift</a></li><li class="mega-nav-me-github mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48263 nav-me-github" id="mega-menu-item-48263"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-and-delivery-for-github-enterprise-github-actions/" data-wpel-link="external" rel="external noopener noreferrer">Governed Deploys on GitHub</a></li><li class="mega-nav-me-gitlab mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48264 nav-me-gitlab" id="mega-menu-item-48264"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-and-delivery-for-gitlab/" data-wpel-link="external" rel="external noopener noreferrer">Delivery Intelligence for GitLab Pipelines</a></li><li class="mega-nav-me-azure mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-48265 nav-me-azure" id="mega-menu-item-48265"><a class="mega-menu-link" href="https://www.opsmx.com/intelligent-deployments-for-azure-devops/" data-wpel-link="external" rel="external noopener noreferrer">Smarter Deployments with Azure DevOps</a></li> </ul>
|
||
</li><li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-14209-1-3"></li> </ul>
|
||
</li></ul>
|
||
</li><li class="mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-has-children mega-menu-megamenu mega-menu-grid mega-align-bottom-left mega-menu-item-48365" id="mega-menu-item-48365"><a class="mega-menu-link" href="#" aria-expanded="false" aria-controls="mega-sub-menu-48365">Customers<span class="mega-indicator" aria-hidden="true"></span></a>
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<ul class="mega-sub-menu" role='presentation' id='mega-sub-menu-48365'>
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<li class="mega-menu-row mega-product_top product_top" id="mega-menu-48365-0">
|
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<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
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||
<li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-48365-0-0"></li><li class="mega-menu-column mega-customer-top-col2 mega-reduce_width_1920 mega-menu-columns-4-of-12 customer-top-col2 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-48365-0-1">
|
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<ul class="mega-sub-menu">
|
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-37" id="mega-menu-item-custom_html-37"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu "><h4><a> AI for Security & Compliance</a> </h4>
|
||
</div></div></li> </ul>
|
||
</li><li class="mega-menu-column mega-customer-top-col3 mega-reduce_width_1920 mega-menu-columns-4-of-12 mega-hide-on-mobile customer-top-col3 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-48365-0-2">
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<ul class="mega-sub-menu">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-38" id="mega-menu-item-custom_html-38"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu">
|
||
<h4><a>AI for DevOps</a> </h4>
|
||
</div></div></li> </ul>
|
||
</li><li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-48365-0-3"></li> </ul>
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</li><li class="mega-menu-row" id="mega-menu-48365-1">
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<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
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<li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-48365-1-0"></li><li class="mega-menu-column mega-reduce_width_1920 mega-menu-columns-4-of-12 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-48365-1-1">
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<ul class="mega-sub-menu">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-41" id="mega-menu-item-custom_html-41"><h4 class="mega-block-title">Case-Studies</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-apr mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14221 nav-me-apr" id="mega-menu-item-14221"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Casestudy-Addressing-business-challenges-OpsMx-Jan%202025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Crypto Exchange</a></li><li class="mega-nav-me-fle mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-44147 nav-me-fle" id="mega-menu-item-44147"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Casestudy-Enhancing-Vulnerability-Jan-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Data Streaming Platform</a></li><li class="mega-nav-me-nle mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14222 nav-me-nle" id="mega-menu-item-14222"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Casestudy-Cybersecurity-Enhancement-Jan-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Fortune 500 Enterprise</a></li><li class="mega-nav-me-ole mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14219 nav-me-ole" id="mega-menu-item-14219"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Casestudy-Stop-Vulnerabilities-from-Reaching-Jan-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Health-Tech Startup</a></li><li class="mega-nav-me-tle mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14220 nav-me-tle" id="mega-menu-item-14220"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Casestudy-Enhancing-Application-Security-Jan-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Multinational Conglomerate</a></li> </ul>
|
||
</li><li class="mega-menu-column mega-reduce_width_1920 mega-menu-columns-4-of-12 reduce_width_1920" style="--columns:12; --span:4" id="mega-menu-48365-1-2">
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<ul class="mega-sub-menu">
|
||
<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-40" id="mega-menu-item-custom_html-40"><div class="textwidget custom-html-widget"><div class="top_case_menu use_cases_menu mobile"><h4><a>AI for DevOps </a></h4>
|
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</div></div></li><li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-42" id="mega-menu-item-custom_html-42"><h4 class="mega-block-title">Case-Studies</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-cis mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14218 nav-me-cis" id="mega-menu-item-14218"><a class="mega-menu-link" href="https://www.opsmx.com/blog/cisco-partners-with-opsmx-to-transform-software-delivery/" data-wpel-link="internal">Cisco</a></li><li class="mega-nav-me-inte mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-44146 nav-me-inte" id="mega-menu-item-44146"><a class="mega-menu-link" href="https://fs.hubspotusercontent00.net/hubfs/2985751/OpsMx%20ISD_%20Interswitch.pdf" data-wpel-link="external" rel="external noopener noreferrer">Interswitch</a></li><li class="mega-nav-me-sym mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-44145 nav-me-sym" id="mega-menu-item-44145"><a class="mega-menu-link" href="https://fs.hubspotusercontent00.net/hubfs/2985751/Symphony-Case%20study-OpsMx-Success-Stories.pdf" data-wpel-link="external" rel="external noopener noreferrer">Symphony</a></li><li class="mega-nav-me-lab mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45524 nav-me-lab" id="mega-menu-item-45524"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Case-Study-Leading-Asian-Bank-Feb-28-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Leading Asian Bank</a></li><li class="mega-nav-me-f5b mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-45525 nav-me-f5b" id="mega-menu-item-45525"><a class="mega-menu-link" href="https://go.opsmx.com/hubfs/Case-Study-20X-Faster-Deployments-Feb-28-2025.pdf" data-wpel-link="external" rel="external noopener noreferrer">Fortune 50 Bank</a></li> </ul>
|
||
</li><li class="mega-menu-column mega-visibility-hidden mega-menu-columns-2-of-12 visibility-hidden" style="--columns:12; --span:2" id="mega-menu-48365-1-3"></li> </ul>
|
||
</li></ul>
|
||
</li><li class="mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-has-children mega-menu-megamenu mega-menu-grid mega-align-bottom-left mega-hide-on-desktop mega-hide-on-mobile mega-menu-item-14223" id="mega-menu-item-14223"><a class="mega-menu-link" href="#" aria-expanded="false" aria-controls="mega-sub-menu-14223">Services<span class="mega-indicator" aria-hidden="true"></span></a>
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<ul class="mega-sub-menu" role='presentation' id='mega-sub-menu-14223'>
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<li class="mega-menu-row" id="mega-menu-14223-0">
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<ul class="mega-sub-menu" style='--columns:12' role='presentation'>
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<li class="mega-menu-column mega-menu-columns-3-of-12" style="--columns:12; --span:3" id="mega-menu-14223-0-0"></li><li class="mega-menu-column mega-menu-columns-3-of-12" style="--columns:12; --span:3" id="mega-menu-14223-0-1">
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-16" id="mega-menu-item-custom_html-16"><h4 class="mega-block-title">Spinnaker</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14225" id="mega-menu-item-14225"><a class="mega-menu-link" href="https://www.opsmx.com/spinnaker-center-of-excellence/" data-wpel-link="external" rel="external noopener noreferrer">Center of Excellence</a></li> </ul>
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-22" id="mega-menu-item-custom_html-22"><h4 class="mega-block-title">Application Security 101</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-asp mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-41365 nav-me-asp d-none" id="mega-menu-item-41365"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-application-security-posture-management/" data-wpel-link="external" rel="external noopener noreferrer">What is ASPM?</a></li><li class="mega-nav-me-deop mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-17354 nav-me-deop d-none" id="mega-menu-item-17354"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-devsecops/" data-wpel-link="external" rel="external noopener noreferrer">What is DevSecOps?</a></li><li class="mega-nav-me-chase mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-42450 nav-me-chase d-none" id="mega-menu-item-42450"><a class="mega-menu-link" href="https://opsmx.com/what-is-appsec/" data-wpel-link="external" rel="external noopener noreferrer">What is Application Security?</a></li><li class="mega-nav-me-ssd mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-17326 nav-me-ssd d-none" id="mega-menu-item-17326"><a class="mega-menu-link" href="https://www.opsmx.com/secured-software-delivery/" data-wpel-link="external" rel="external noopener noreferrer">Secured Software Delivery</a></li><li class="mega-nav-me-cha mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-41367 nav-me-cha d-none" id="mega-menu-item-41367"><a class="mega-menu-link" href="https://www.opsmx.com/blog/how-devsecops-ci-cd-pipeline-secures-the-software-supply-chain/" data-wpel-link="internal">Software Supply Chain Security</a></li><li class="mega-nav-me-sada mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-41376 nav-me-sada d-none" id="mega-menu-item-41376"><a class="mega-menu-link" href="https://www.opsmx.com/blog/differences-between-sast-dast-sca-comparing-appsec-strategies/" data-wpel-link="internal">SAST vs DAST vs SCA</a></li><li class="mega-nav-me-oacs mega-d-none mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-47730 nav-me-oacs d-none" id="mega-menu-item-47730"><a class="mega-menu-link" href="https://ssdcommunity.slack.com" data-wpel-link="external" rel="external noopener noreferrer">OpsMx AppSec Community</a></li> </ul>
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-21" id="mega-menu-item-custom_html-21"><h4 class="mega-block-title">Resources</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-blo mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14237 nav-me-blo" id="mega-menu-item-14237"><a class="mega-menu-link" href="https://opsmx.com/blog/" data-wpel-link="internal">Blogs</a></li><li class="mega-nav-me-web mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14235 nav-me-web" id="mega-menu-item-14235"><a class="mega-menu-link" href="https://www.opsmx.com/webinars/" data-wpel-link="external" rel="external noopener noreferrer">Webinars</a></li><li class="mega-nav-me-dat mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14239 nav-me-dat" id="mega-menu-item-14239"><a class="mega-menu-link" href="https://www.opsmx.com/guides-datasheets/" data-wpel-link="external" rel="external noopener noreferrer">Ebooks & Datasheets</a></li><li class="mega-nav-me-cst mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-16875 nav-me-cst" id="mega-menu-item-16875"><a class="mega-menu-link" href="https://www.opsmx.com/customer-case-study/" data-wpel-link="external" rel="external noopener noreferrer">Customer Case Studies</a></li><li class="mega-nav-me-vhu mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-38397 nav-me-vhu" id="mega-menu-item-38397"><a class="mega-menu-link" href="https://www.opsmx.com/videos/" data-wpel-link="external" rel="external noopener noreferrer">Video Hub</a></li><li class="mega-nav-me-ent mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14236 nav-me-ent" id="mega-menu-item-14236"><a class="mega-menu-link" href="https://opsmx.com/events/" data-wpel-link="external" rel="external noopener noreferrer">Events</a></li><li class="mega-nav-me-pdo mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14238 nav-me-pdo" id="mega-menu-item-14238"><a class="mega-menu-link" href="https://docs.opsmx.com/" data-wpel-link="external" rel="external noopener noreferrer">Docs</a></li><li class="mega-nav-me-new mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-37733 nav-me-new" id="mega-menu-item-37733"><a class="mega-menu-link" href="https://www.opsmx.com/in-the-news/" data-wpel-link="external" rel="external noopener noreferrer">News</a></li> </ul>
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<li class="mega-menu-item mega-menu-item-type-widget widget_custom_html mega-menu-item-custom_html-19" id="mega-menu-item-custom_html-19"><h4 class="mega-block-title">DevOps Hub</h4><div class="textwidget custom-html-widget"></div></li><li class="mega-nav-me-gops mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-16514 nav-me-gops" id="mega-menu-item-16514"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-gitops/" data-wpel-link="external" rel="external noopener noreferrer">What is GitOps?</a></li><li class="mega-nav-me-arg mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14376 nav-me-arg" id="mega-menu-item-14376"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-argocd/" data-wpel-link="external" rel="external noopener noreferrer">What is Argo?</a></li><li class="mega-nav-me-spi mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14240 nav-me-spi" id="mega-menu-item-14240"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">What is Spinnaker?</a></li><li class="mega-nav-me-cde mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14241 nav-me-cde" id="mega-menu-item-14241"><a class="mega-menu-link" href="https://www.opsmx.com/what-is-continuous-delivery/" data-wpel-link="external" rel="external noopener noreferrer">What is Continuous Delivery?</a></li><li class="mega-nav-me-scou mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14242 nav-me-scou" id="mega-menu-item-14242"><a class="mega-menu-link" href="https://www.opsmx.com/spinnaker-course/" data-wpel-link="external" rel="external noopener noreferrer">Spinnaker Course</a></li><li class="mega-nav-me-tprod mega-menu-item mega-menu-item-type-custom mega-menu-item-object-custom mega-menu-item-14243 nav-me-tprod" id="mega-menu-item-14243"><a class="mega-menu-link" href="https://www.opsmx.com/tutorials-and-podcasts/" data-wpel-link="external" rel="external noopener noreferrer">Tutorials and Podcasts</a></li> </ul>
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<span class="opsmx-metadata-row__badge">DevOps and CI/CD</span>
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<span class="opsmx-metadata-row__item opsmx-metadata-row__item--medium">Updated December 26, 2025</span>
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<h1 class="elementor-heading-title elementor-size-default">What is Canary Analysis ?</h1> </div>
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We discussed the basics of canary deployment In the blog “What is Canary Deployment?“. It is one of the most widely used strategies because it lowers the risk of moving updates into production, while simultaneously reducing the need for additional infrastructure. Today, many applications run in a dynamic environment of microservices, which makes the software integration and delivery process complex. The only way to successfully deploy updates consistently is to use solid automation with tools like Spinnaker. </div>
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<p style="font-size: 20px; background-color: #ffffff;"><span style="font-size: 20px;">We discussed the basics of canary deployment In the blog “</span><a style="font-size: 20px;" href="https://www.opsmx.com/blog/what-is-canary-deployment/" target="_blank" rel="noopener" data-wpel-link="internal">What is Canary Deployment?</a><span style="font-size: 20px;">“. </span><span style="font-size: 20px;">It is one of the most widely used strategies because it lowers the risk of moving updates into production, while simultaneously reducing the need for additional infrastructure.</span></p><p style="font-size: 20px; background-color: #ffffff;"><span style="font-size: 20px;">Today, many applications run in a dynamic environment of microservices, which makes the software integration and delivery process complex. The only way to successfully deploy updates consistently is to use solid automation with tools like <a style="font-size: 20px;" href="https://www.opsmx.com/what-is-spinnaker/" data-wpel-link="external" rel="external noopener noreferrer">Spinnaker</a>. </span></p><h2 id="what-is-canary-analysis" style="background-color: #ffffff;">What is Canary analysis?</h2><p style="font-size: 20px; background-color: #ffffff;"><span style="font-size: 20px; font-weight: bold;">Canary analysis </span><span style="font-size: 20px;">is a two-step process where we will assess the canary based on a selected list of metrics and logs to infer if we are going to promote or roll back the new version. So we need to be sure that we are gathering the right information (metrics and logs) during the test process and conducting a solid analysis. (From here forward in this blog we will refer to metric and logs simply as metrics)</span></p><div id="attachment_5947" style="width: 810px" class="wp-caption alignnone"><a href="https://blog.opsmx.com/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis.png" style="font-size: 20px; background-color: #ffffff;" data-slb-active="1" data-slb-asset="804877156" data-slb-group="5942" data-wpel-link="external" rel="external noopener noreferrer"><img fetchpriority="high" fetchpriority="high" fetchpriority="high" decoding="async" aria-describedby="caption-attachment-5947" class="wp-image-5947" style="font-size: 20px;" title="The Two Steps for Canary Analysis" src="https://blog.opsmx.com/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis-1024x467.png" alt="The Two Steps for Canary Analysis" width="800" height="365" srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis-1024x467.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis-300x137.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis-768x350.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/the-Two-Steps-for-Canary-Analysis.png 1375w" sizes="(max-width: 800px) 100vw, 800px" /></a><p id="caption-attachment-5947" class="wp-caption-text"><span style="color: #7a7a7a; font-family: 'Exo 2', sans-serif; font-size: 20px; background-color: #ffffff;"> The Two Steps for Canary Analysis</span></p></div><h2 id="the-two-steps-to-perform-canary-analysis" style="background-color: #ffffff;"><span style="font-size: 28px; font-weight: 400;">The Two Steps to Perform Canary Analysis</span></h2><ol style="font-size: 20px; background-color: #ffffff; list-style-type: upper-roman;"><li style="font-size: 20px;"><span style="font-size: 20px; font-weight: bold;">Metric selection and evaluation :<br /></span><span style="font-size: 20px;">This step involves selecting the right metrics for monitoring the application and canary health. We need to be sure to create a balanced set of metrics to assess the canary. Lastly if necessary the metrics need to be group based on correlation with each other. Luckily, we perform this step just once for each pipeline.</span></li><li style="font-size: 20px;"><span style="font-size: 20px;"><span style="font-size: 20px; font-weight: bold;">Selection and evaluation of metrics :<br /></span></span><span style="font-size: 20px;">The monitoring systems in microservice-based applications typically generate mountains of data, so we can’t simply analyze all metrics. Selecting all of the metrics simply isn’t required. Once we have selected the high-impact metrics, adding any more metrics will just increase our effort. But which ones to choose? Read on!</span></li></ol> </div>
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<h3><span style="font-weight: 400;">Selection and Evaluation Criteria</span></h3><ul><li><strong><strong>Most important business metrics<br /><span style="font-weight: 400;">The most important metrics are the typical ones that are most important to the purpose of the application. For example, in an online shopping checkout application, be sure to measure the number of transactions per minute, the failure rate, and so on. If any of these metrics are outside the baseline, you will probably decide to roll back the canary. Most of these metrics are probably already monitored in staging – be sure to also check them in the canary process as well.</span></strong></strong></li><li><span style="font-weight: 400;"><span style="font-weight: 400;"><strong>Balanced set of fast and slow metrics</strong><br />A single metric is not sufficient for a meaningful canary process. Some of the important metrics to monitor are generated instantaneously and some take time to generate as they have a dependency on load, network traffic, high memory usage, or other factors. It is important to balance the metrics you choose between fast and slow metrics. For example, a server query time and latency checks may be examples of slow and fast metrics respectively. Choose a balanced set of metrics that will provide you a strong overall view of the health of the canary.</span></span></li><li><span style="font-weight: 400;"><strong>Metric smoke test</strong><br />From the balanced pool of metrics, we have to make sure that we have metrics that directly indicate a problem in the canary. Though our goal is finding the health of a canary, it is equally important to find if there is an underlying problem in the canary with such metrics. </span><span style="font-weight: 400;">For example, a response of 404 or another unexpected HTTP return code (200s, 300s) might mean that your test should be stopped instantly and be debugged. CPU usage, memory footprint, HTTP return codes (200s, 300s, etc.), latency of response, correctness, are a good set of metrics but the HTTP return codes and latency of response indicate to an actual problem that impacts users and services. This is sometimes referred to as a metric smoke test. For the smoke test, metrics for point-in-time usage (for example, point in time CPU usage or network bandwidth) aren’t as useful as a change in those metrics, and they could just add noise to our analysis.</span></li><li><strong> Metric standard ranging<br /></strong><span style="font-weight: 400;"><span style="font-weight: 400;">These metric selections need to have an acceptable range of play and we should not be too strict or too lenient. With an agreed acceptable behavior of a metric, we will be able to eliminate bad canaries that were incorrectly assessed as good ones. Choosing these ranges is a difficult task that is usually completed incrementally over time. When in doubt, err on the side of being conservative – in other words, choose a small range of acceptable values. We would not want a canary to be deployed in production that was assessed correctly but was actually problematic.</span></span></li><li><strong>Metric correlation<br /><span style="font-weight: 400;">With a balanced set of metrics we now have our basic tool kit ready for canary analysis. Most of these metrics will be interrelated and finding the correlation and then grouping them is very crucial. We will need to group the metrics in such a way that these groups are isolated. For example a dramatic increase in CPU usage of the system as a whole would make for a poor metric because other processes such as DB and batch queries might be causing that increase. A better metric would be CPU time spent per process served.</span></strong></li></ul><p><span style="text-decoration: underline;">A screenshot of OpsMx Autopilot running a canary analysis with a set of 4 metric clusters.</span></p><div id="attachment_5944" style="width: 910px" class="wp-caption alignnone"><a href="https://blog.opsmx.com/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis.png" style="font-weight: 600;" data-slb-active="1" data-slb-asset="1199781558" data-slb-group="5942" data-wpel-link="external" rel="external noopener noreferrer"><img decoding="async" aria-describedby="caption-attachment-5944" class="wp-image-5944" title="OpsMx Autopilot for Canary Analysis" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20900%20449'%3E%3C/svg%3E" alt="OpsMx Autopilot for Canary Analysis" width="900" height="449" data-lazy-srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis.png 776w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis-300x150.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis-768x383.png 768w" data-lazy-sizes="(max-width: 900px) 100vw, 900px" data-lazy-src="https://blog.opsmx.com/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis.png" /><noscript><img decoding="async" aria-describedby="caption-attachment-5944" class="wp-image-5944" title="OpsMx Autopilot for Canary Analysis" src="https://blog.opsmx.com/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis.png" alt="OpsMx Autopilot for Canary Analysis" width="900" height="449" srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis.png 776w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis-300x150.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/OpsMx-Autopilot-for-Canary-Analysis-768x383.png 768w" sizes="(max-width: 900px) 100vw, 900px" /></noscript></a><p id="caption-attachment-5944" class="wp-caption-text">4 metric clusters used for Canary Analysis through Autopilot</p></div><h2 id="canary-hypothesis-testing"><span style="font-weight: 400;">Canary Hypothesis Testing</span></h2><p><span style="font-weight: 400;">We need to perform the last step of canary analysis evaluating the values of the metrics. By doing this we will be able to assess if the canary instance should be promoted to production or not.</span></p><p><span style="font-weight: 400;">Before every hypothesis, we will define the two hypotheses and based on our data we will prove one wrong.</span></p><p style="padding-left: 40px;"><span style="font-weight: 400;">H0 : The canary is bad: Rollback</span></p><p style="padding-left: 40px;"><span style="font-weight: 400;">H1 : The canary is good: Roll forward</span></p><p><a href="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline.png" style="font-weight: 600;" data-slb-active="1" data-slb-asset="1763711914" data-slb-group="5942" data-wpel-link="external" rel="external noopener noreferrer"><img decoding="async" class="wp-image-5953" title="Canary Hypothesis Testing with 10% of Baseline" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20800%20374'%3E%3C/svg%3E" alt="Canary Hypothesis Testing with 10% of Baseline" width="800" height="374" data-lazy-srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-1024x478.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-300x140.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-768x359.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline.png 1426w" data-lazy-sizes="auto, (max-width: 800px) 100vw, 800px" data-lazy-src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-1024x478.png" /><noscript><img loading="lazy" loading="lazy" loading="lazy" decoding="async" class="wp-image-5953" title="Canary Hypothesis Testing with 10% of Baseline" src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-1024x478.png" alt="Canary Hypothesis Testing with 10% of Baseline" width="800" height="374" srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-1024x478.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-300x140.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline-768x359.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Hypothesis-Testing-with-10-of-Baseline.png 1426w" sizes="auto, (max-width: 800px) 100vw, 800px" /></noscript></a></p><p>Canary Hypothesis Testing with 10% of Baseline</p><p><span style="font-weight: 400;">A simple analysis might start by comparing the canary results with the larger baseline version. However, this evaluation typically leads to incorrect decisions. </span></p><p><span style="font-weight: 400;">A Canary at 10% of the traffic may not behave abnormally but there is no way to be confident that it will behave the same at 30%(or 60% or 90%) of the traffic. This may be because of the following reasons.</span></p><ul><li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;"><span style="font-weight: 400;">A canary is just released and is only minutes into the production, whereas the metrics from the baseline version are probably weeks or months old. Comparing them will be misleading.</span></span></li><li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">We have channeled a small section of the traffic to the Canary. The pressure on the systems is probably out of proportion. </span></li></ul><p><span style="font-weight: 400;">This issue is resolved with the use of A|B Testing strategy. Instead of comparing the canary with a baseline from production, we split the canary infrastructure in two pieces, and deploy the baseline system into one half and the new canary the other half. This will allow for a level playing field where we can accurately gauge if the new canary compares favorably to the baseline system. Because the instance is small, the cost of a separate A|B Test inside a canary deployment will be minimal.</span></p><div id="attachment_5954" style="width: 810px" class="wp-caption alignnone"><a href="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing.png" data-slb-active="1" data-slb-asset="673078081" data-slb-group="5942" data-wpel-link="external" rel="external noopener noreferrer"><img decoding="async" aria-describedby="caption-attachment-5954" class="wp-image-5954" title="Canary Analysis - AB Testing" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20800%20373'%3E%3C/svg%3E" alt="Canary Analysis - AB Testing" width="800" height="373" data-lazy-srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-1024x477.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-300x140.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-768x358.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing.png 1427w" data-lazy-sizes="auto, (max-width: 800px) 100vw, 800px" data-lazy-src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-1024x477.png" /><noscript><img loading="lazy" loading="lazy" loading="lazy" decoding="async" aria-describedby="caption-attachment-5954" class="wp-image-5954" title="Canary Analysis - AB Testing" src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-1024x477.png" alt="Canary Analysis - AB Testing" width="800" height="373" srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-1024x477.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-300x140.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-768x358.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing.png 1427w" sizes="auto, (max-width: 800px) 100vw, 800px" /></noscript></a><p id="caption-attachment-5954" class="wp-caption-text">Canary Analysis – AB Testing</p></div><p><span style="font-weight: 400;">The analysis of the canary is performed by comparing percentage differences or quantile differences between the canary and the baseline instance. A further Wilcoxon rank-sum test is performed to check whether the two instances in question will behave similarly. Based on the similarity score we will decide the next step. If our numbers are favorable,</span><span style="font-weight: 400;"> the traffic will be increased to 10% and the analysis will be repeated again. This process is to continuously increase traffic until we are confident that the canary has generated enough data under “real world” conditions to decide whether to promote or rollback.</span></p><div id="attachment_5956" style="width: 810px" class="wp-caption alignnone"><a href="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load.png" data-slb-active="1" data-slb-asset="446740237" data-slb-group="5942" data-wpel-link="external" rel="external noopener noreferrer"><img decoding="async" aria-describedby="caption-attachment-5956" class="wp-image-5956" title="Canary Analysis - AB Testing with increasing load" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20800%20437'%3E%3C/svg%3E" alt="Canary Analysis - AB Testing with increasing load" width="800" height="437" data-lazy-srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-1024x559.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-300x164.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-768x420.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load.png 1252w" data-lazy-sizes="auto, (max-width: 800px) 100vw, 800px" data-lazy-src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-1024x559.png" /><noscript><img loading="lazy" loading="lazy" loading="lazy" decoding="async" aria-describedby="caption-attachment-5956" class="wp-image-5956" title="Canary Analysis - AB Testing with increasing load" src="https://blog.opsmx.com/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-1024x559.png" alt="Canary Analysis - AB Testing with increasing load" width="800" height="437" srcset="https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-1024x559.png 1024w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-300x164.png 300w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load-768x420.png 768w, https://www.opsmx.com/blog/wp-content/uploads/2021/02/Canary-Analysis-AB-Testing-with-increasing-load.png 1252w" sizes="auto, (max-width: 800px) 100vw, 800px" /></noscript></a><p id="caption-attachment-5956" class="wp-caption-text">Canary Analysis – AB Testing with increasing load.</p></div><h2 id="the-conclusion"><span style="font-weight: 400;">The Conclusion </span></h2><p><span style="font-weight: 400;">As software deployments move at scale and velocity it becomes highly crucial to have a proper system in place that assess these releases before they damage the production environment leading to losses for an organization and irate customers. canary deployments provide an excellent approach to reducing the risk of introducing a defect into production, are relatively low cost, and do not slow the process much as long as appropriate automation is involved. One way to increase the speed of canary analysis is to use </span><a href="https://www.opsmx.com/blog/demonstration-of-continuous-verification-with-autopilot-in-a-spinnaker-pipeline/" target="_blank" rel="noopener" data-wpel-link="internal">OpsMx Autopilot to automate the verification process</a><span style="font-weight: 400;">. For detailed information on Autopilot, </span><a href="https://www.opsmx.com/autopilot-overview/" target="_blank" rel="noopener external noreferrer" data-wpel-link="external">check out the Product Page</a><span style="font-weight: 400;">.</span></p><p>An enterprise must evaluate a holistic <a href="https://www.opsmx.com/opsmx-enterprise-spinnaker/" target="_blank" rel="noopener external noreferrer" data-wpel-link="external">continuous delivery solution</a> that can automate or facilitate automation of these stages, described above. If you are in the process of automating your CI/CD pipelines, OpsMx Enterprise for Spinnaker can help.</p> </div>
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<p><span style="background-color: #ffffff; font-size: 20px; font-weight: var( --e-global-typography-text-font-weight );">If you are well versed with Spinnaker do check out “OpsMx Enterprise for Spinnaker Cloud Trial”</span></p><p style="font-size: 20px; background-color: #ffffff;">Reference: <a style="font-size: 20px;" href="https://sre.google/workbook/canarying-releases/" target="_blank" rel="noopener noreferrer external" data-wpel-link="external">Canary Releases from SRE Book by Google</a></p> </div>
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Shashank Srivastava </a>
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As a Country Manager, Sales & Marketing (ROW) at OpsMx, Shashank is responsible for revenue for Europe, Middle East and Asia Pacific. He is also responsible for Product Marketing and Strategic Partnerships. Shashank brings in over 20 years of experience in selling and marketing technology / software solutions. Over these years he has led teams for marketing, sales, business development and field operations. He has successfully driven several strategic initiatives within startup environments. </p>
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