{"id":8202,"date":"2026-11-03T17:10:00","date_gmt":"2026-11-03T17:10:00","guid":{"rendered":"https:\/\/www.devopsconsulting.in\/blog\/?p=8202"},"modified":"2026-11-03T17:10:00","modified_gmt":"2026-11-03T17:10:00","slug":"devops-toolchain-audit-checklist","status":"publish","type":"post","link":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/","title":{"rendered":"The DevOps Toolchain Audit Checklist Consultants Rely On"},"content":{"rendered":"<p>Every DevOps consulting engagement eventually arrives at the same awkward meeting: the client&#8217;s toolchain audit. Somewhere between the CI server nobody owns and the three overlapping monitoring contracts, the consultant must answer a blunt question \u2014 which of these tools earned their place, and which were bought on charm? This article provides a structured toolchain audit checklist you can run with a client in two working sessions. It is organised as pre-audit preparation, the audit itself, and the remediation decisions that follow. Print it, adapt it, and insist on written evidence at every line.<\/p>\n<h2>Before the toolchain audit: assemble the evidence base<\/h2>\n<p><strong>\u2610 Inventory every tool with an owner, a cost, and a renewal date.<\/strong> Pull from invoices and SSO logs, not from memory. In our experience the invoice list is 20\u201340% longer than what the engineering leads can name.<\/p>\n<p><strong>\u2610 Collect the original justification for each purchase.<\/strong> If no written rationale exists, record that absence \u2014 it is itself a finding. Procurement decisions without documentation cannot be defended at renewal time.<\/p>\n<p><strong>\u2610 Fix the comparison frame per category.<\/strong> A lesson worth borrowing from independent review platforms: scoring is only meaningful within a single category, and any claim of a universal &#8220;best tool&#8221; should be rejected outright. <a href=\"https:\/\/bestaitoolix.com\/\">BestAIToolix organises its tool intelligence this way<\/a>, ranking software inside roughly 1,000 distinct categories precisely because a CI system and a secrets manager cannot be measured on one scale. Your audit sheet should mirror that: one tab per category, never one league table for the whole stack.<\/p>\n<p><strong>\u2610 Declare conflicts of interest up front.<\/strong> List every reseller margin, partner certification, or vendor relationship held by anyone influencing the audit, including your own consultancy. Credible review bodies disclose sponsorships and publish corrections; a credible consultant does no less.<\/p>\n<h2>During the audit: twelve checks per tool<\/h2>\n<p>Run each tool in the inventory through the following items. Score each check as pass, fail, or unverified \u2014 and treat unverified as a first-class result, not a blank.<\/p>\n<ol>\n<li><strong>Active usage.<\/strong> Verify from logs that the tool was used by its intended audience within the last 30 days. Licence counts are not usage.<\/li>\n<li><strong>Owner of record.<\/strong> One named individual accountable for upgrades, access reviews, and the renewal decision.<\/li>\n<li><strong>Documented evidence for core claims.<\/strong> For every capability the client believes the tool has, locate the proof: configuration in the repo, a runbook, a test. Belief without artefacts fails this check.<\/li>\n<li><strong>Category fit.<\/strong> Confirm the tool is the client&#8217;s answer for exactly one category. Tools serving as a partial answer in three categories are a consolidation candidate, not a keeper.<\/li>\n<li><strong>Overlap.<\/strong> Name every other tool in the inventory with a materially similar function, and the reason both exist. &#8220;Different teams prefer different things&#8221; is a cost, not a reason.<\/li>\n<li><strong>Integration health.<\/strong> Count broken or manually patched integrations. A tool that requires a human to shuttle data between systems is quietly generating toil.<\/li>\n<li><strong>Security posture.<\/strong> SSO enforced, least-privilege roles configured, audit logging on. Pipeline tooling holds production credentials, so this check is non-negotiable \u2014 the same reasoning that drives our <a href=\"https:\/\/www.devopsconsulting.in\/blog\/devsecops-consulting-guide-how-to-integrate-security-into-devops-pipelines\/\">DevSecOps guidance on integrating security into delivery pipelines<\/a>.<\/li>\n<li><strong>Upgrade currency.<\/strong> Versions more than two major releases behind indicate either fear or abandonment; both are findings.<\/li>\n<li><strong>Operational cost.<\/strong> Hours per month spent maintaining the tool, estimated by the people who do it, not the people who bought it.<\/li>\n<li><strong>Exit feasibility.<\/strong> Export formats, API completeness, and a realistic effort estimate to migrate away. Record it even for tools the client loves.<\/li>\n<li><strong>Contract terms.<\/strong> Auto-renewal windows, seat true-ups, and price escalators. Flag any renewal inside the next 90 days for immediate attention.<\/li>\n<li><strong>Vendor independence of the original evaluation.<\/strong> Was the tool selected from vendor-run demos alone, or against neutral criteria? Where fresh comparison data is needed, prefer sources whose methodology is versioned and insulated from vendor influence, and where every published fact carries a verification state rather than an assumption.<\/li>\n<\/ol>\n<h2>Interpreting the results with the client<\/h2>\n<p>Sort the audited tools into four lists. <strong>Keep:<\/strong> passes on usage, ownership, and evidence, with acceptable cost. <strong>Fix:<\/strong> valuable but failing on security, upgrades, or ownership \u2014 assign remediation owners and dates. <strong>Consolidate:<\/strong> overlapping tools where one candidate dominates on documented criteria; schedule migrations alongside the client&#8217;s broader platform work, in the same sequenced manner we recommend in <a href=\"https:\/\/www.devopsconsulting.in\/blog\/the-role-of-devops-consulting-in-cloud-migration-a-complete-guide\/\">our complete guide to DevOps consulting for cloud migration<\/a>. <strong>Retire:<\/strong> no usage, no owner, or no defensible rationale \u2014 terminate before the next renewal.<\/p>\n<p>Two disciplines keep this meeting honest. First, unverified items block decisions: a tool with four unverified checks goes back for evidence gathering, never straight into &#8220;keep&#8221; because a director likes it. Second, publish the scoring rubric to the client before presenting results, with a version number, and note any change made after the fieldwork began. If the rubric moved during the audit, the client deserves to know why. These habits \u2014 explicit unknowns, versioned criteria, independence from the vendors being judged \u2014 are the same principles serious evaluation platforms codify in numbered methodology rules, and they translate directly into consulting practice.<\/p>\n<h2>After the audit: lock the gains into process<\/h2>\n<p><strong>\u2610 Establish a lightweight intake gate for new tools.<\/strong> One page: category, problem statement, two alternatives considered with evidence, owner, exit plan. No page, no procurement.<\/p>\n<p><strong>\u2610 Set renewal reviews 120 days ahead of each contract date.<\/strong> Renewal under time pressure is how zombie tools survive; the calendar is your strongest negotiating tool.<\/p>\n<p><strong>\u2610 Re-run the usage check quarterly.<\/strong> It is one query against SSO logs and takes an afternoon. Decay is normal; undetected decay is negligence.<\/p>\n<p><strong>\u2610 Fold the audit into the wider engagement cadence.<\/strong> Toolchain findings routinely expose deeper delivery problems \u2014 unclear ownership, missing automation, quality gaps that no purchase will fix. Map each such finding to the appropriate workstream in <a href=\"https:\/\/www.devopsconsulting.in\/blog\/the-blueprint-for-a-successful-devops-consulting-engagement-from-assessment-to-enablement\/\">the assessment-to-enablement blueprint for consulting engagements<\/a> so remediation has a home beyond the spreadsheet.<\/p>\n<p><strong>\u2610 Record the audit itself as a versioned artefact.<\/strong> Store the completed grid, the rubric version used, and the four decision lists in the client&#8217;s repository alongside architecture decision records. Six months later, when a new CTO asks why a tool was retired or a renewal was signed, the answer should be a link, not an archaeology project. Consultancies that leave this paper trail get invited back; those that leave only a slide deck get second-guessed.<\/p>\n<p><strong>\u2610 Hand over the rubric, not just the results.<\/strong> Walk the client&#8217;s engineering leads through how each check was scored and let them re-run two tools themselves during the handover session. The audit&#8217;s value compounds only if the client can repeat it without you \u2014 which, counterintuitively, is exactly what makes them retain you for the harder work.<\/p>\n<p>A toolchain audit conducted this way changes the client relationship. You stop being the consultant with opinions about tools and become the one who showed the client how to demand evidence \u2014 from vendors, from review sources, and from their own past decisions. The spreadsheet will be out of date within a quarter; the discipline, applied at every future purchase, is the deliverable that lasts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A two-session toolchain audit checklist for consulting engagements: evidence gathering, twelve checks per tool, and the keep-fix-consolidate-retire decision.<\/p>\n","protected":false},"author":8,"featured_media":8203,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[],"class_list":["post-8202","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-devops-consulting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting<\/title>\n<meta name=\"description\" content=\"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting\" \/>\n<meta property=\"og:description\" content=\"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/\" \/>\n<meta property=\"og:site_name\" content=\"DevOps Consulting\" \/>\n<meta property=\"article:published_time\" content=\"2026-11-03T17:10:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Kabir Malhotra\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kabir Malhotra\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/\"},\"author\":{\"name\":\"Kabir Malhotra\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/#\\\/schema\\\/person\\\/4cff11af81c93e658f55af13b267f093\"},\"headline\":\"The DevOps Toolchain Audit Checklist Consultants Rely On\",\"datePublished\":\"2026-11-03T17:10:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/\"},\"wordCount\":1157,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/b2a-banner-3587187-banner.png\",\"articleSection\":[\"DevOps consulting\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/\",\"url\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/\",\"name\":\"The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/b2a-banner-3587187-banner.png\",\"datePublished\":\"2026-11-03T17:10:00+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/#\\\/schema\\\/person\\\/4cff11af81c93e658f55af13b267f093\"},\"description\":\"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/devops-toolchain-audit-checklist\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/b2a-banner-3587187-banner.png\",\"contentUrl\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/b2a-banner-3587187-banner.png\",\"width\":1200,\"height\":630},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/\",\"name\":\"DevOps Consulting\",\"description\":\"DevOps Consulting | SRE Consulting | DevSecOps Consulting | MLOps Consulting\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/#\\\/schema\\\/person\\\/4cff11af81c93e658f55af13b267f093\",\"name\":\"Kabir Malhotra\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g\",\"caption\":\"Kabir Malhotra\"},\"url\":\"https:\\\/\\\/www.devopsconsulting.in\\\/blog\\\/author\\\/kabir-malhotra\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting","description":"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/","og_locale":"en_US","og_type":"article","og_title":"The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting","og_description":"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.","og_url":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/","og_site_name":"DevOps Consulting","article_published_time":"2026-11-03T17:10:00+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png","type":"image\/png"}],"author":"Kabir Malhotra","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kabir Malhotra","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#article","isPartOf":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/"},"author":{"name":"Kabir Malhotra","@id":"https:\/\/www.devopsconsulting.in\/blog\/#\/schema\/person\/4cff11af81c93e658f55af13b267f093"},"headline":"The DevOps Toolchain Audit Checklist Consultants Rely On","datePublished":"2026-11-03T17:10:00+00:00","mainEntityOfPage":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/"},"wordCount":1157,"commentCount":0,"image":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#primaryimage"},"thumbnailUrl":"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png","articleSection":["DevOps consulting"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/","url":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/","name":"The DevOps Toolchain Audit Checklist Consultants Rely On - DevOps Consulting","isPartOf":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#primaryimage"},"image":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#primaryimage"},"thumbnailUrl":"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png","datePublished":"2026-11-03T17:10:00+00:00","author":{"@id":"https:\/\/www.devopsconsulting.in\/blog\/#\/schema\/person\/4cff11af81c93e658f55af13b267f093"},"description":"Run a client toolchain audit with this DevOps consulting checklist: usage proof, overlap, security, exit plans, and evidence-based keep-or-retire calls.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.devopsconsulting.in\/blog\/devops-toolchain-audit-checklist\/#primaryimage","url":"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png","contentUrl":"https:\/\/www.devopsconsulting.in\/blog\/wp-content\/uploads\/2026\/11\/b2a-banner-3587187-banner.png","width":1200,"height":630},{"@type":"WebSite","@id":"https:\/\/www.devopsconsulting.in\/blog\/#website","url":"https:\/\/www.devopsconsulting.in\/blog\/","name":"DevOps Consulting","description":"DevOps Consulting | SRE Consulting | DevSecOps Consulting | MLOps Consulting","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.devopsconsulting.in\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.devopsconsulting.in\/blog\/#\/schema\/person\/4cff11af81c93e658f55af13b267f093","name":"Kabir Malhotra","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d77044c5c70611f0b6d1131a1758057dcb873aae1740ec1c40a13a6428461d0b?s=96&d=mm&r=g","caption":"Kabir Malhotra"},"url":"https:\/\/www.devopsconsulting.in\/blog\/author\/kabir-malhotra\/"}]}},"_links":{"self":[{"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/posts\/8202","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/comments?post=8202"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/posts\/8202\/revisions"}],"predecessor-version":[{"id":8238,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/posts\/8202\/revisions\/8238"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/media\/8203"}],"wp:attachment":[{"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/media?parent=8202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/categories?post=8202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsconsulting.in\/blog\/wp-json\/wp\/v2\/tags?post=8202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}