{"id":441,"date":"2025-11-10T20:36:32","date_gmt":"2025-11-10T20:36:32","guid":{"rendered":"https:\/\/blog.asambe.ai\/index.php\/2025\/11\/10\/github-actions-secret-exposure-small-team-playbook\/"},"modified":"2025-11-10T20:36:34","modified_gmt":"2025-11-10T20:36:34","slug":"github-actions-secret-exposure-small-team-playbook","status":"publish","type":"post","link":"https:\/\/blog.asambe.ai\/index.php\/2025\/11\/10\/github-actions-secret-exposure-small-team-playbook\/","title":{"rendered":"GitHub Actions Secret Exposure Small-Team Playbook"},"content":{"rendered":"<p>One leaked API key in a build log can turn a good day into an incident. For small teams running fast with GitHub Actions, a clear, repeatable playbook is the difference between a brief scare and a serious breach. This guide gives you a practical, step-by-step incident response plan for suspected or confirmed secret exposure in GitHub Actions\u2014built for small teams that need clarity, speed, and confidence.<\/p>\n<p>You\u0019ll learn how to triage within the first hour, contain and eradicate the issue, recover safely, and harden your pipelines to prevent a repeat. Keep this playbook handy, rehearse it, and adapt it to your stack.<\/p>\n<h2 id=\"table-of-contents\">Table of Contents<\/h2>\n<ul>\n<li><a href=\"#what-counts-as-secret-exposure\">What Counts as Secret Exposure?<\/a><\/li>\n<li><a href=\"#first-60-minutes\">Immediate Actions: First 60 Minutes<\/a><\/li>\n<li><a href=\"#containment-and-eradication\">Containment and Eradication: Next 24 Hours<\/a><\/li>\n<li><a href=\"#recovery-and-hardening\">Recovery and Hardening: Next 72 Hours<\/a><\/li>\n<li><a href=\"#root-cause-analysis\">Root Cause Analysis and Lessons Learned<\/a><\/li>\n<li><a href=\"#prevention-playbook\">Prevention Playbook for Small Teams<\/a><\/li>\n<li><a href=\"#roles-raci-and-checklists\">Roles, RACI, and Checklists<\/a><\/li>\n<li><a href=\"#templates-messages-and-tickets\">Templates: Messages and Tickets<\/a><\/li>\n<li><a href=\"#tools-and-references\">Tools and References<\/a><\/li>\n<li><a href=\"#conclusion\">Conclusion<\/a><\/li>\n<li><a href=\"#frequently-asked-questions\">Frequently Asked Questions<\/a><\/li>\n<\/ul>\n<h2 id=\"what-counts-as-secret-exposure\">What Counts as Secret Exposure?<\/h2>\n<p>Secret exposure means any situation where credentials or sensitive tokens tied to your systems, cloud accounts, or data might have been accessible to unauthorized parties. In GitHub Actions, exposure often happens via logs, artifacts, job outputs, unpinned third-party actions, or misconfigured permissions.<\/p>\n<h3>Common types of exposed secrets<\/h3>\n<ul>\n<li>Cloud provider keys and tokens (AWS, GCP, Azure)<\/li>\n<li>Package registry tokens (npm, PyPI, RubyGems)<\/li>\n<li>Container registry credentials (GitHub Container Registry, Docker Hub)<\/li>\n<li>ChatOps\/webhook tokens (Slack, Discord, Teams)<\/li>\n<li>Database connection strings and API keys<\/li>\n<li>GitHub fine-grained tokens, classic PATs, or GitHub App private keys<\/li>\n<\/ul>\n<h3>Typical exposure paths in GitHub Actions<\/h3>\n<ul>\n<li>Printed in logs (e.g., unmasked echo output, verbose CLI output)<\/li>\n<li>Included in artifacts or caches with broad read permissions<\/li>\n<li>Set as job outputs that later appear in logs<\/li>\n<li>Actions from forks with elevated permissions<\/li>\n<li>Unpinned third-party actions that change behavior unexpectedly<\/li>\n<li>Overly broad GITHUB_TOKEN permissions at workflow or org level<\/li>\n<\/ul>\n<h3>Signals that should trigger the playbook<\/h3>\n<ul>\n<li>GitHub Secret Scanning or Push Protection alerts<\/li>\n<li>Team member reports seeing a secret in logs, PR comments, or artifacts<\/li>\n<li>Unusual repository or cloud activity (new tokens, failed logins, unexpected deploys)<\/li>\n<li>Security tool alerts (SIEM, CSPM, Gitleaks\/TruffleHog) indicating a match<\/li>\n<\/ul>\n<p><em>Assume compromise until proven otherwise.<\/em> The cost of over-rotating is far lower than under-responding.<\/p>\n<h2 id=\"first-60-minutes\">Immediate Actions: First 60 Minutes<\/h2>\n<p>In the first hour, your goals are to contain potential damage and preserve evidence. Small teams should bias toward action with a lightweight command structure.<\/p>\n<h3>1) Stabilize and contain<\/h3>\n<ol>\n<li><strong>Pause risky workflows:<\/strong> Temporarily disable Actions or set workflows to require manual approval. See GitHub\u0019s settings for allowing actions and requiring approvals for forked PRs.\n<ul>\n<li>Restrict to <em>Allowed actions<\/em> only, ideally from verified creators or pinned SHAs: <a href=\"https:\/\/docs.github.com\/actions\/security-guides\/security-hardening-for-github-actions\">GitHub Actions security hardening<\/a><\/li>\n<\/ul>\n<\/li>\n<li><strong>Revoke likely-exposed secrets immediately:<\/strong> Rotate credentials at the source (cloud providers, registries, chat\/webhooks). Update the corresponding GitHub Secrets only after upstream rotation.<\/li>\n<li><strong>Lock down access:<\/strong> If exposure occurred in a public repo or fork context, set the repository to private (if feasible), disable public forks temporarily, and require environment approvals.<\/li>\n<\/ol>\n<h3>2) Identify scope<\/h3>\n<ol>\n<li><strong>What secret(s)?<\/strong> Determine the exact keys likely exposed.<\/li>\n<li><strong>Where was it visible?<\/strong> Logs, artifacts, caches, PR comments, posted screenshots?<\/li>\n<li><strong>When did it happen?<\/strong> Note the earliest run or commit where the secret could have leaked.<\/li>\n<li><strong>Who could access it?<\/strong> Public vs. internal repos; external collaborators; artifact permissions.<\/li>\n<\/ol>\n<h3>3) Preserve evidence<\/h3>\n<ul>\n<li>Export relevant logs, workflow runs, and audit events. See <a href=\"https:\/\/docs.github.com\/enterprise-cloud@latest\/admin\/monitoring-activity-in-your-enterprise\/reviewing-audit-logs-for-your-enterprise\">GitHub audit logs<\/a>.<\/li>\n<li>Record timeline: detection time, first affected run, people involved, actions taken.<\/li>\n<li>Avoid deleting source evidence until you\u0019ve captured copies for analysis.<\/li>\n<\/ul>\n<h3>4) Communicate<\/h3>\n<ul>\n<li>Notify your internal channel: incident declared, scope under investigation, rotation in progress.<\/li>\n<li>Assign an Incident Lead and a Comms Owner. Keep updates short and time-boxed (e.g., every 30\t30 minutes initially).<\/li>\n<\/ul>\n<p><strong>Decision checkpoint:<\/strong> If the risk is high (public exposure, cloud root keys, long-lived tokens), escalate and rotate broadly right away.<\/p>\n<h2 id=\"containment-and-eradication\">Containment and Eradication: Next 24 Hours<\/h2>\n<p>After the immediate triage, drive toward full containment and removal of attacker access.<\/p>\n<h3>1) Rotate and invalidate<\/h3>\n<ul>\n<li><strong>Cloud credentials:<\/strong> Create new keys with least privilege. Disable or delete old keys. Rotate IAM roles, service accounts, or access keys. For AWS, prefer short-lived, role-based access over static keys.<\/li>\n<li><strong>GitHub tokens:<\/strong> Revoke exposed PATs or fine-grained tokens. Rotate GitHub App private keys. Review and restrict OAuth App access.<\/li>\n<li><strong>Third-party tokens:<\/strong> Regenerate registry tokens (npm, PyPI, Docker Hub), webhook secrets (Slack), and any vendor API keys.<\/li>\n<li><strong>Environment and repository secrets:<\/strong> Update GitHub Secrets only after you\u0019ve rotated the upstream credential, then force workflow runs to pick up new values.<\/li>\n<\/ul>\n<h3>2) Remove or limit exposure<\/h3>\n<ul>\n<li><strong>Artifacts and caches:<\/strong> Delete artifacts and invalidate caches that might include secrets. Consider temporarily reducing retention to 1 day.<\/li>\n<li><strong>Logs:<\/strong> Delete affected workflow runs or make the repo private if logs were public. Where deletion isn\u0019t possible, ensure rotation is complete.<\/li>\n<li><strong>Git history:<\/strong> If secrets are in commits, rewrite history with <a href=\"https:\/\/rtyley.github.io\/bfg-repo-cleaner\/\">BFG Repo-Cleaner<\/a> or <a href=\"https:\/\/github.com\/newren\/git-filter-repo\">git filter-repo<\/a>. Force-push and notify collaborators.<\/li>\n<\/ul>\n<h3>3) Hunt for lateral movement<\/h3>\n<ul>\n<li>Review GitHub audit logs, cloud logs (e.g., CloudTrail), and registry access for suspicious activity since the suspected exposure time.<\/li>\n<li>Search across repos and wikis for the secret value to find other leaks.<\/li>\n<li>Check for new users, roles, deploys, or resources created without authorization.<\/li>\n<\/ul>\n<h3>4) Tighten GitHub Actions controls<\/h3>\n<ul>\n<li><strong>GITHUB_TOKEN permissions:<\/strong> Set defaults to <em>read-all<\/em> and escalate per job only as needed. Reference: <a href=\"https:\/\/docs.github.com\/actions\/security-guides\/automatic-token-authentication\">Automatic token authentication<\/a>.<\/li>\n<li><strong>Environments:<\/strong> Use environment secrets with required reviewers and branch rules. Reference: <a href=\"https:\/\/docs.github.com\/actions\/deployment\/targeting-different-environments\/using-environments-for-deployment\">Using environments for deployment<\/a>.<\/li>\n<li><strong>Third-party actions:<\/strong> Pin to commit SHA. Avoid latest tags. Restrict to allowed actions only.<\/li>\n<li><strong>Forked PRs:<\/strong> Require workflow run approvals and minimal permissions for contributions from forks.<\/li>\n<\/ul>\n<h2 id=\"recovery-and-hardening\">Recovery and Hardening: Next 72 Hours<\/h2>\n<p>With containment in place, restore normal operations with stronger guardrails. Prioritize changes that reduce secret exposure and limit blast radius.<\/p>\n<h3>1) Minimize secret lifetime<\/h3>\n<ul>\n<li><strong>Adopt OIDC for cloud access:<\/strong> Replace static cloud keys with short-lived, identity-based tokens. Reference: <a href=\"https:\/\/docs.github.com\/actions\/deployment\/security-hardening-your-deployments\/configuring-openid-connect-in-cloud-providers\">OIDC with GitHub Actions<\/a>.<\/li>\n<li>Rotate long-lived tokens to short-lived, scoped alternatives wherever possible.<\/li>\n<\/ul>\n<h3>2) Reduce where secrets live<\/h3>\n<ul>\n<li>Store secrets in a managed secrets service (AWS Secrets Manager, GCP Secret Manager, Azure Key Vault, HashiCorp Vault) and fetch at runtime with least privilege.<\/li>\n<li>Limit who can edit org\/repo\/environment secrets. Enable two-factor authentication and SSO enforcement for org members.<\/li>\n<\/ul>\n<h3>3) Improve logging and detection<\/h3>\n<ul>\n<li>Enable and monitor GitHub audit logs and secret scanning alerts across the organization. Reference: <a href=\"https:\/\/docs.github.com\/code-security\/secret-scanning\/about-secret-scanning\">Secret scanning<\/a> and <a href=\"https:\/\/docs.github.com\/code-security\/secret-scanning\/push-protection-for-pushes\">Push Protection<\/a>.<\/li>\n<li>Send logs to your SIEM. Add alerts for privilege changes, new tokens, and unusual Actions activity.<\/li>\n<\/ul>\n<h3>4) Defensive defaults in workflows<\/h3>\n<ul>\n<li>Set <em>permissions: contents: read<\/em> at the workflow level; grant write only per job that needs it.<\/li>\n<li>Use environment protection rules (required reviewers, wait timers) for deploys.<\/li>\n<li>Mask secrets with the toolkit (<em>core.setSecret<\/em>) and avoid printing command traces that could reveal values.<\/li>\n<li>Disable or restrict self-hosted runners to trusted networks; keep them patched and ephemeral if possible.<\/li>\n<\/ul>\n<h3>5) Dependency and supply chain hygiene<\/h3>\n<ul>\n<li>Pin actions to commit SHAs. Regularly review and update pins.<\/li>\n<li>Turn on Dependabot alerts and updates for repositories.<\/li>\n<li>Use a software bill of materials (SBOM) and verify provenance where available.<\/li>\n<\/ul>\n<h2 id=\"root-cause-analysis\">Root Cause Analysis and Lessons Learned<\/h2>\n<p>An effective RCA is blameless, evidence-driven, and results in clear, prioritized fixes.<\/p>\n<h3>Run a lightweight post-incident review<\/h3>\n<ul>\n<li><strong>Timeline:<\/strong> From first exposure to full recovery, list events with timestamps.<\/li>\n<li><strong>What went well\/poorly:<\/strong> Identify the steps that saved time, and bottlenecks that slowed you down.<\/li>\n<li><strong>Root causes:<\/strong> Use 5 Whys to get beyond surface mistakes (e.g., \u001cSecret printed in logs\u001d \u0019 why was masking absent? why was verbose logging enabled?).<\/li>\n<li><strong>Actions:<\/strong> 3\t5 top improvements with owners and deadlines. Avoid long wish lists with no delivery.<\/li>\n<\/ul>\n<p>Document in your knowledge base and link to PRs, policy changes, and config diffs.<\/p>\n<h2 id=\"prevention-playbook\">Prevention Playbook for Small Teams<\/h2>\n<p>Prevention doesn\u0019t have to be heavy. Favor a handful of guardrails that deliver outsized risk reduction.<\/p>\n<h3>1) Shift-left secret detection<\/h3>\n<ul>\n<li>Pre-commit scanning with <a href=\"https:\/\/github.com\/gitleaks\/gitleaks\">Gitleaks<\/a> or <a href=\"https:\/\/github.com\/trufflesecurity\/trufflehog\">TruffleHog<\/a>.<\/li>\n<li>Enable GitHub Secret Scanning and Push Protection across the org.<\/li>\n<\/ul>\n<h3>2) Lock down Actions<\/h3>\n<ul>\n<li>Organization policy: allow only GitHub-authored and approved marketplace actions.<\/li>\n<li>Require SHA pinning and minimal permissions by default.<\/li>\n<li>Mandate workflow run approvals for first-time contributors and forked PRs.<\/li>\n<\/ul>\n<h3>3) Secrets hygiene<\/h3>\n<ul>\n<li>Use OIDC to avoid static cloud keys.<\/li>\n<li>Scope secrets to environments and repositories narrowly; avoid organization-wide secrets unless necessary.<\/li>\n<li>Set short retention for logs\/artifacts; avoid storing secrets in artifacts or caches.<\/li>\n<\/ul>\n<h3>4) People and process<\/h3>\n<ul>\n<li>Enforce 2FA\/SSO, least privilege, and periodic access reviews.<\/li>\n<li>Run quarterly tabletop exercises using this playbook.<\/li>\n<li>Publish \u001cHow we handle secret exposure\u001d internally so everyone knows the drill.<\/li>\n<\/ul>\n<h2 id=\"roles-raci-and-checklists\">Roles, RACI, and Checklists<\/h2>\n<p>Even a three-person team benefits from clear roles. One person can wear multiple hats, but decide upfront who leads.<\/p>\n<h3>Suggested roles<\/h3>\n<ul>\n<li><strong>Incident Lead (IL):<\/strong> Owns decisions, timeline, and tasking.<\/li>\n<li><strong>Ops\/Engineering:<\/strong> Rotates keys, patches workflows, validates fixes.<\/li>\n<li><strong>Comms Owner:<\/strong> Posts updates, drafts external notes if needed.<\/li>\n<li><strong>Record Keeper:<\/strong> Captures evidence and actions; prepares RCA notes.<\/li>\n<\/ul>\n<h3>First 60 minutes checklist<\/h3>\n<ul>\n<li>Declare incident; assign IL and Comms Owner.<\/li>\n<li>Pause risky workflows; restrict actions and forks.<\/li>\n<li>Identify exposed secret(s); rotate at source.<\/li>\n<li>Capture evidence (logs, audit events); note timeline.<\/li>\n<li>Post initial internal update and next checkpoint time.<\/li>\n<\/ul>\n<h3>Next 24\t60 hours checklist<\/h3>\n<ul>\n<li>Complete rotation across all affected systems.<\/li>\n<li>Delete vulnerable artifacts\/caches; adjust retention.<\/li>\n<li>Hunt for suspicious activity; document findings.<\/li>\n<li>Tighten Actions permissions, pins, and approvals.<\/li>\n<li>Draft preliminary incident summary.<\/li>\n<\/ul>\n<h3>Next 72 hours checklist<\/h3>\n<ul>\n<li>Migrate to OIDC or shorter-lived credentials.<\/li>\n<li>Enable org-wide secret scanning and alerting.<\/li>\n<li>Finalize RCA with 3\t5 prioritized actions and owners.<\/li>\n<li>Schedule a tabletop rehearsal of the new controls.<\/li>\n<\/ul>\n<h2 id=\"templates-messages-and-tickets\">Templates: Messages and Tickets<\/h2>\n<h3>Internal incident declaration (chat)<\/h3>\n<p><em>Heads up: We\u0019ve detected potential secret exposure in GitHub Actions (repo: X, workflow: Y). We\u0019re rotating affected credentials and pausing risky runs. Next update in 30 minutes. Incident Lead: Name. Comms: Name.<\/em><\/p>\n<h3>Stakeholder update (email)<\/h3>\n<p><em>Summary: Suspected exposure of [secret type] at [time]. Immediate actions taken: paused workflows, rotated keys, initiated log review. No evidence of misuse so far. Next steps: complete rotation, tighten permissions, finalize RCA. Next update by [time].<\/em><\/p>\n<h3>Incident ticket template<\/h3>\n<ul>\n<li><strong>Title:<\/strong> Secret exposure in GitHub Actions [repo\/workflow]<\/li>\n<li><strong>Severity:<\/strong> [High\/Med\/Low]<\/li>\n<li><strong>Detected:<\/strong> [Timestamp, by whom\/tool]<\/li>\n<li><strong>Scope:<\/strong> [Secrets affected, repos, environments]<\/li>\n<li><strong>Containment:<\/strong> [Actions taken, timestamps]<\/li>\n<li><strong>Eradication:<\/strong> [Rotations completed, logs reviewed]<\/li>\n<li><strong>Recovery:<\/strong> [Controls added, workflows restored]<\/li>\n<li><strong>RCA (draft):<\/strong> [Facts, root causes, improvements]<\/li>\n<\/ul>\n<h2 id=\"tools-and-references\">Tools and References<\/h2>\n<ul>\n<li><a href=\"https:\/\/docs.github.com\/actions\/security-guides\/security-hardening-for-github-actions\">Security hardening for GitHub Actions<\/a><\/li>\n<li><a href=\"https:\/\/docs.github.com\/actions\/security-guides\/automatic-token-authentication\">GITHUB_TOKEN permissions<\/a><\/li>\n<li><a href=\"https:\/\/docs.github.com\/code-security\/secret-scanning\/about-secret-scanning\">GitHub Secret Scanning<\/a> and <a href=\"https:\/\/docs.github.com\/code-security\/secret-scanning\/push-protection-for-pushes\">Push Protection<\/a><\/li>\n<li><a href=\"https:\/\/docs.github.com\/actions\/deployment\/security-hardening-your-deployments\/configuring-openid-connect-in-cloud-providers\">OIDC for cloud providers<\/a><\/li>\n<li><a href=\"https:\/\/rtyley.github.io\/bfg-repo-cleaner\/\">BFG Repo-Cleaner<\/a> and <a href=\"https:\/\/github.com\/newren\/git-filter-repo\">git filter-repo<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/gitleaks\/gitleaks\">Gitleaks<\/a> and <a href=\"https:\/\/github.com\/trufflesecurity\/trufflehog\">TruffleHog<\/a> for secret scanning<\/li>\n<li><a href=\"https:\/\/csrc.nist.gov\/publications\/detail\/sp\/800-61\/rev-2\/final\">NIST SP 800-61r2: Computer Security Incident Handling Guide<\/a><\/li>\n<\/ul>\n<h2 id=\"conclusion\">Conclusion<\/h2>\n<p>Secret exposure in GitHub Actions is a when-not-if risk\u2014especially for small teams moving quickly. With a clear playbook, you can contain damage early, rotate safely, and recover with stronger defenses. Start with the first-hour checklist, complete 24\t60 hour containment, and invest in OIDC, least privilege, and SHA-pinned actions. Then, run a blameless RCA and turn lessons learned into durable guardrails.<\/p>\n<p>Make this playbook your team\u0019s standard: adapt roles, automate rotations where possible, and rehearse quarterly. The best time to prepare is before the next alert.<\/p>\n<h2 id=\"frequently-asked-questions\">Frequently Asked Questions<\/h2>\n<p><strong>Do we need to rotate everything if we have no proof of misuse?<\/strong><\/p>\n<p>Yes, if a secret was plausibly exposed (e.g., appeared in public logs), treat it as compromised. Rotate at the source and update GitHub Secrets. The cost of rotation is lower than the risk of latent compromise.<\/p>\n<p><strong>What if the GITHUB_TOKEN was exposed?<\/strong><\/p>\n<p>GITHUB_TOKEN is short-lived and scoped to the workflow run, but exposure still matters. Immediately review repo permissions and audit logs, restrict defaults to read-only, rotate any related long-lived tokens, and verify no actions with write permissions were abused.<\/p>\n<p><strong>How can small teams rotate faster?<\/strong><\/p>\n<p>Automate with scripts or runbooks per provider, prefer OIDC to eliminate static keys, and keep an inventory mapping secrets to owners and rotation steps. Practice rotations during non-incident times.<\/p>\n<p><strong>How do we safely share secrets during rotation?<\/strong><\/p>\n<p>Use a secure vault or your cloud secret manager. Avoid chat\/Email. Grant temporary access with just-in-time permissions and audit all retrievals.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A practical incident response playbook for secret exposure in GitHub Actions. Step-by-step triage, containment, recovery, and prevention tailored to small teams.<\/p>\n","protected":false},"author":1,"featured_media":440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[8],"tags":[],"class_list":["post-441","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-posts"],"jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/blog.asambe.ai\/wp-content\/uploads\/2025\/11\/2025-11-10-19-48-29-data.png?fit=1024%2C1024&ssl=1","_links":{"self":[{"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/posts\/441","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/comments?post=441"}],"version-history":[{"count":1,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions"}],"predecessor-version":[{"id":442,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions\/442"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/media\/440"}],"wp:attachment":[{"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/media?parent=441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/categories?post=441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.asambe.ai\/index.php\/wp-json\/wp\/v2\/tags?post=441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}