{"id":7173,"date":"2025-02-03T09:00:00","date_gmt":"2025-02-03T15:00:00","guid":{"rendered":"https:\/\/www.darkreading.com\/vulnerabilities-threats\/proactive-vulnerability-management-engineering-success"},"modified":"2025-02-03T09:00:00","modified_gmt":"2025-02-03T15:00:00","slug":"proactive-vulnerability-management-for-engineering-success","status":"publish","type":"post","link":"https:\/\/ddi.mohflo.net\/index.php\/2025\/02\/03\/proactive-vulnerability-management-for-engineering-success\/","title":{"rendered":"Proactive Vulnerability Management for Engineering Success"},"content":{"rendered":"<div class=\"media_block\"><a href=\"https:\/\/i0.wp.com\/eu-images.contentstack.com\/v3\/assets\/blt6d90778a997de1cd\/blte5eb6cc965064e57\/679fd0cc104604191eb4e7cb\/Vulnerability_%281800%29_Cagkan_Sayin_Alamy.jpg?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?w=640&#038;ssl=1\" class=\"media_thumbnail\"><\/a><\/div>\n<div><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?w=640&#038;ssl=1\" class=\"ff-og-image-inserted\"><\/div>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">COMMENTARY<\/span><\/span><\/p>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">As cyber threats grow more sophisticated, organizations must prioritize secure software development practices. <\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><a class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_link\" target=\"_self\" href=\"https:\/\/www.darkreading.com\/cyber-risk\/understanding-the-rise-of-risk-based-vulnerability-management\">Vulnerability management<\/a><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"> is a critical aspect of this, but its success depends on clear ownership and collaboration between information security and engineering teams. By <\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><a class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_link\" target=\"_self\" href=\"https:\/\/www.darkreading.com\/application-security\/shift-left-pushback-triggers-security-soul-searching\">shifting left<\/a><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"> and embedding vulnerability management into the development life cycle, organizations can empower engineering teams to deliver secure code efficiently. Here&#8217;s how infosec teams can drive this transformation.<\/span><\/p>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"Shifting Left: The Key to Proactive Security\">Shifting Left: The Key to Proactive Security<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">Traditional vulnerability management approaches often focus on addressing issues post-deployment. This reactive strategy slows development and increases the risk of exposure. Shifting left means identifying and remediating vulnerabilities earlier in the development process, during the build phase, or even before code reaches the repository. This early action reduces cost and effort while improving the quality of the codebase.<\/span><\/p>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">By integrating <\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><a class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_link\" target=\"_self\" href=\"https:\/\/www.darkreading.com\/vulnerabilities-threats\">vulnerability<\/a><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"> scanning tools like&nbsp;Trivy&nbsp;into continuous integration and continuous delivery (CI\/CD) pipelines, infosec teams can block builds that introduce known vulnerabilities. Tools like these, with seamless integration with&nbsp;GitHub Actions (GHA)&nbsp;and&nbsp;Jenkins, provide immediate feedback to developers. When vulnerabilities are identified, engineers can address them without disrupting the workflow. This approach not only enhances security but also fosters a culture of accountability and ownership among developers.<\/span><\/p>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"Applying Policies for Image Promotion\">Applying Policies for Image Promotion<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">One of the most effective ways to enforce security practices is through automated policies for container image promotion. For example:<\/span><\/p>\n<div data-component=\"basic-list\" class=\"BasicList BasicList_nestedLevel_0 BasicList_variant_ordered BasicList_limited\">\n<ol data-testid=\"basic-list-ordered\" class=\"BasicList-OrderedList BasicList-OrderedList_nestedLevel_0 body-normal\">\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"7\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"9\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Base images:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Ensure that development teams use only approved base images vetted by information security. These images should be regularly updated to incorporate security patches and align with organizational standards.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"7.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"10\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Docker registries:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Restrict usage to trusted and approved registries, reducing the risk of introducing malicious or outdated images. Approved registries should provide regular scans and metadata to verify image integrity.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"8.1125356125356\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"11.452991452991\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Image scanning:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Automate the scanning process for all <\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><a class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_link\" target=\"_self\" href=\"https:\/\/www.darkreading.com\/vulnerabilities-threats\/87-of-container-images-in-production-have-critical-or-high-severity-vulnerabilities\">container images<\/a><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"> before they are promoted to staging or production environments. By applying strict vulnerability gates, organizations can ensure only secure images progress through the pipeline. Coupled with regular rescanning of images in production, this practice maintains security over time.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<\/ol>\n<\/div>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"Handling Exceptions Transparently\">Handling Exceptions Transparently<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">No vulnerability management strategy is complete without a robust mechanism for handling exceptions. infosec teams should provide engineering teams with a clear process to request and manage exceptions when immediate fixes are not feasible. This includes:<\/span><\/p>\n<div data-component=\"basic-list\" class=\"BasicList BasicList_nestedLevel_0 BasicList_variant_unordered BasicList_limited\">\n<ul data-testid=\"basic-list-unordered\" class=\"BasicList-UnorderedList\">\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_unordered\" readability=\"7\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_unordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"9\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Time-bound exceptions:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Set expiry dates for exceptions to ensure vulnerabilities are addressed within a reasonable time frame. Expired exceptions should trigger&nbsp;reminders and escalate unresolved issues.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_unordered\" readability=\"6.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_unordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"8\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Approval workflow:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Establish an approval workflow that involves both engineering and infosec stakeholders. Collaboration ensures balanced decisions that consider security and business needs.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_unordered\" readability=\"8.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_unordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"12\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Documentation:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Require detailed justifications for exceptions, including mitigation strategies, impact assessments, and follow-up plans. Documentation enables transparency and ensures accountability for all stakeholders.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">By managing exceptions transparently, organizations can balance security requirements with operational realities while maintaining accountability. This process also offers an opportunity for continuous improvement by identifying recurring vulnerabilities or patterns requiring systemic fixes.<\/span><\/p>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"Building a Collaborative Framework\">Building a Collaborative Framework<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">For vulnerability management to succeed, infosec and engineering teams must work in harmony. Information security teams can support engineering teams by:<\/span><\/p>\n<div data-component=\"basic-list\" class=\"BasicList BasicList_nestedLevel_0 BasicList_variant_ordered BasicList_limited\">\n<ol data-testid=\"basic-list-ordered\" class=\"BasicList-OrderedList BasicList-OrderedList_nestedLevel_0 body-normal\">\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"6.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"8\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Providing tools and training:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Offer developers access to easy-to-use security tools and training on secure coding practices. This training should emphasize real-world examples.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"7.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"10\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Defining clear policies:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Develop and document policies that align with engineering workflows, ensuring that security requirements are achievable without disrupting productivity. Regularly review these policies to adapt to evolving threats and technologies.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"8\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"11\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Creating feedback loops:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Establish feedback mechanisms to address false positives, improve tool configurations, and enhance the developer experience. Prompt feedback helps developers focus on genuine risks and encourages compliance with security measures.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"BasicList-ListItem BasicList-ListItem_variant_ordered\" readability=\"7.5\"><span data-component=\"icon\" data-name=\"Circle\" class=\"BasicList-ListIcon BasicList-ListIcon_variant_ordered\"><\/span><\/p>\n<div class=\"BasicList-Item\" readability=\"10\">\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\"><span class=\"ContentText-BodyTextChunk ContentText-BodyTextChunk_bold\">Encouraging shared metrics:<\/span><\/span><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">&nbsp;Track shared security metrics that matter to both teams, such as vulnerability closure rates and build success rates. Shared goals foster collaboration and build a sense of collective responsibility.<\/span><\/p>\n<\/div>\n<\/div>\n<\/li>\n<\/ol>\n<\/div>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"Leveraging Automation and Metrics\">Leveraging Automation and Metrics<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">Automation plays a pivotal role in ensuring the scalability and reliability of vulnerability management processes. Integrating tools for automated scanning, ticket generation, and remediation tracking saves time and reduces human error. Meanwhile, metrics such as mean time to resolution (MTTR) and the number of vulnerabilities detected per build provide valuable insights into program effectiveness and areas for improvement.<\/span><\/p>\n<h2 class=\"ContentText ContentText_variant_h2 ContentText_align_left\" data-testid=\"content-text\" id=\"The Path Forward\">The Path Forward<\/h2>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">Empowering engineering teams with ownership of vulnerability management is a cultural shift that requires effort and collaboration. By integrating security into the CI\/CD pipeline, applying automated policies, and supporting developers with clear processes and tools, infosec teams can drive efficiency and foster a shared commitment to building secure software.<\/span><\/p>\n<p class=\"ContentParagraph ContentParagraph_align_left\" data-testid=\"content-paragraph\"><span class=\"ContentText ContentText_variant_bodyNormal\" data-testid=\"content-text\">Organizations that embrace this approach will not only reduce risk but also enhance their ability to deliver secure and reliable applications at scale. The time to shift left is now. Success requires a proactive mindset, the right tools, and above all, a strong partnership between infosec and engineering teams.<\/span><\/p>\n<p><a href=\"https:\/\/www.darkreading.com\/vulnerabilities-threats\/proactive-vulnerability-management-engineering-success\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>COMMENTARY As cyber threats grow more sophisticated, organizations must prioritize<\/p>\n","protected":false},"author":12,"featured_media":7174,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[809],"class_list":["post-7173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-dark-reading"],"featured_image_urls":{"full":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=1800%2C1013&ssl=1",1800,1013,false],"thumbnail":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?resize=150%2C150&ssl=1",150,150,true],"medium":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=300%2C169&ssl=1",300,169,true],"medium_large":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=640%2C360&ssl=1",640,360,true],"large":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=640%2C360&ssl=1",640,360,true],"1536x1536":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=1536%2C864&ssl=1",1536,864,true],"2048x2048":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=1800%2C1013&ssl=1",1800,1013,true],"chromenews-featured":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=1024%2C576&ssl=1",1024,576,true],"chromenews-large":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?resize=825%2C575&ssl=1",825,575,true],"chromenews-medium":["https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?resize=590%2C410&ssl=1",590,410,true]},"author_info":{"display_name":"Dark Reading","author_link":"https:\/\/ddi.mohflo.net\/index.php\/author\/darkreading\/"},"category_info":"<a href=\"https:\/\/ddi.mohflo.net\/index.php\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","tag_info":"Uncategorized","comment_count":"0","jetpack_featured_media_url":"https:\/\/i0.wp.com\/ddi.mohflo.net\/wp-content\/uploads\/2025\/02\/proactive-vulnerability-management-for-engineering-success.jpg?fit=1800%2C1013&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/posts\/7173","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/comments?post=7173"}],"version-history":[{"count":0,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/posts\/7173\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/media\/7174"}],"wp:attachment":[{"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/media?parent=7173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/categories?post=7173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ddi.mohflo.net\/index.php\/wp-json\/wp\/v2\/tags?post=7173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}