{"id":58316,"date":"2025-12-29T03:13:50","date_gmt":"2025-12-29T03:13:50","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=58316"},"modified":"2026-01-19T03:17:31","modified_gmt":"2026-01-19T03:17:31","slug":"top-10-device-fingerprinting-tools-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-device-fingerprinting-tools-features-pros-cons-comparison\/","title":{"rendered":"Top 10 Device Fingerprinting Tools: Features, Pros, Cons & Comparison"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

Introduction<\/strong><\/h2>\n\n\n\n

Device Fingerprinting Tools are specialized security and analytics solutions designed to identify, recognize, and track devices<\/strong> based on a unique combination of hardware, software, and behavioral attributes. Instead of relying only on cookies or IP addresses, these tools analyze signals such as browser configuration, operating system, screen resolution, fonts, network patterns, and behavioral traits to create a persistent device identity<\/strong>.<\/p>\n\n\n\n

In today\u2019s digital environment\u2014where fraud, account takeovers, fake accounts, bot attacks, and policy abuse are rising\u2014device fingerprinting has become a critical layer of defense<\/strong>. It is widely used in fraud prevention, cybersecurity, ad fraud detection, identity verification, risk-based authentication, and compliance-driven environments.<\/p>\n\n\n\n

Key real-world use cases include:<\/strong><\/p>\n\n\n\n

    \n
  • Preventing account takeovers and credential stuffing<\/li>\n\n\n\n
  • Detecting bots, emulators, and spoofed devices<\/li>\n\n\n\n
  • Enforcing multi-account and abuse policies<\/li>\n\n\n\n
  • Enhancing risk-based authentication flows<\/li>\n\n\n\n
  • Improving trust and fraud scoring in payments and fintech<\/li>\n<\/ul>\n\n\n\n

    When choosing a device fingerprinting tool, buyers should evaluate accuracy, resistance to spoofing, scalability, privacy compliance, ease of integration, performance impact, and cost-to-value ratio<\/strong>. The right tool balances strong identification with respect for user privacy and regulatory obligations.<\/p>\n\n\n\n

    Best for:<\/strong>
    Security teams, fraud prevention teams, fintech companies, SaaS platforms, e-commerce businesses, gaming platforms, ad-tech vendors, and enterprises managing high-risk user interactions.<\/p>\n\n\n\n

    Not ideal for:<\/strong>
    Small static websites, blogs with no user authentication, low-risk internal tools, or teams that only need basic analytics where device-level identification is unnecessary.<\/p>\n\n\n\n

    \n\n\n\n

    Top 10 Device Fingerprinting Tools<\/strong><\/h2>\n\n\n\n
    \n\n\n\n

    1 \u2014 Fingerprint<\/strong><\/h3>\n\n\n\n

    Short description:<\/strong>
    Fingerprint is a developer-focused device identification platform built to deliver high-accuracy, long-lasting device fingerprints<\/strong> even in challenging environments.<\/p>\n\n\n\n

    Key features<\/strong><\/p>\n\n\n\n

      \n
    • Advanced browser and device fingerprinting<\/li>\n\n\n\n
    • High resistance to VPNs, incognito mode, and spoofing<\/li>\n\n\n\n
    • Real-time device intelligence API<\/li>\n\n\n\n
    • Bot and fraud detection capabilities<\/li>\n\n\n\n
    • Mobile and desktop coverage<\/li>\n\n\n\n
    • Lightweight SDKs for web and backend<\/li>\n<\/ul>\n\n\n\n

      Pros<\/strong><\/p>\n\n\n\n

        \n
      • Very high accuracy and stability<\/li>\n\n\n\n
      • Developer-friendly documentation<\/li>\n<\/ul>\n\n\n\n

        Cons<\/strong><\/p>\n\n\n\n

          \n
        • Pricing may be high for startups<\/li>\n\n\n\n
        • Requires engineering involvement<\/li>\n<\/ul>\n\n\n\n

          Security & compliance:<\/strong>
          GDPR support, encryption in transit, SOC-aligned controls (varies by plan)<\/p>\n\n\n\n

          Support & community:<\/strong>
          Strong documentation, active developer community, responsive enterprise support<\/p>\n\n\n\n

          \n\n\n\n

          2 \u2014 iovation<\/strong><\/h3>\n\n\n\n

          Short description:<\/strong>
          iovation is an enterprise-grade device intelligence platform focused on fraud prevention and digital identity trust<\/strong>.<\/p>\n\n\n\n

          Key features<\/strong><\/p>\n\n\n\n

            \n
          • Persistent device reputation database<\/li>\n\n\n\n
          • Fraud network detection<\/li>\n\n\n\n
          • Risk scoring and decision rules<\/li>\n\n\n\n
          • Integration with identity and payment platforms<\/li>\n\n\n\n
          • Cross-industry threat intelligence<\/li>\n\n\n\n
          • Global device graph<\/li>\n<\/ul>\n\n\n\n

            Pros<\/strong><\/p>\n\n\n\n

              \n
            • Proven at enterprise scale<\/li>\n\n\n\n
            • Strong fraud intelligence network<\/li>\n<\/ul>\n\n\n\n

              Cons<\/strong><\/p>\n\n\n\n

                \n
              • Complex onboarding<\/li>\n\n\n\n
              • Enterprise-level pricing<\/li>\n<\/ul>\n\n\n\n

                Security & compliance:<\/strong>
                SOC 2, GDPR, ISO-aligned controls<\/p>\n\n\n\n

                Support & community:<\/strong>
                Dedicated account teams, enterprise onboarding, professional services<\/p>\n\n\n\n

                \n\n\n\n

                3 \u2014 ThreatMetrix<\/strong><\/h3>\n\n\n\n

                Short description:<\/strong>
                ThreatMetrix provides digital identity and device intelligence<\/strong> for financial services and high-risk industries.<\/p>\n\n\n\n

                Key features<\/strong><\/p>\n\n\n\n

                  \n
                • Behavioral biometrics<\/li>\n\n\n\n
                • Device fingerprinting and profiling<\/li>\n\n\n\n
                • Real-time fraud scoring<\/li>\n\n\n\n
                • Global threat network<\/li>\n\n\n\n
                • Adaptive authentication support<\/li>\n\n\n\n
                • API-first architecture<\/li>\n<\/ul>\n\n\n\n

                  Pros<\/strong><\/p>\n\n\n\n

                    \n
                  • Excellent for financial fraud detection<\/li>\n\n\n\n
                  • Strong global threat data<\/li>\n<\/ul>\n\n\n\n

                    Cons<\/strong><\/p>\n\n\n\n

                      \n
                    • Heavy enterprise focus<\/li>\n\n\n\n
                    • Less suitable for small teams<\/li>\n<\/ul>\n\n\n\n

                      Security & compliance:<\/strong>
                      SOC 2, GDPR, financial-grade compliance<\/p>\n\n\n\n

                      Support & community:<\/strong>
                      Enterprise support, training programs, limited community presence<\/p>\n\n\n\n

                      \n\n\n\n

                      4 \u2014 SEON<\/strong><\/h3>\n\n\n\n

                      Short description:<\/strong>
                      SEON is a flexible fraud prevention platform combining device fingerprinting with behavioral and transactional signals<\/strong>.<\/p>\n\n\n\n

                      Key features<\/strong><\/p>\n\n\n\n

                        \n
                      • Device and browser fingerprinting<\/li>\n\n\n\n
                      • Email, IP, and phone risk signals<\/li>\n\n\n\n
                      • Rule-based and ML-based scoring<\/li>\n\n\n\n
                      • No-code workflow builder<\/li>\n\n\n\n
                      • E-commerce and fintech integrations<\/li>\n<\/ul>\n\n\n\n

                        Pros<\/strong><\/p>\n\n\n\n

                          \n
                        • Easy to configure<\/li>\n\n\n\n
                        • Balanced pricing for SMBs<\/li>\n<\/ul>\n\n\n\n

                          Cons<\/strong><\/p>\n\n\n\n

                            \n
                          • Less advanced spoofing resistance<\/li>\n\n\n\n
                          • Some features locked behind tiers<\/li>\n<\/ul>\n\n\n\n

                            Security & compliance:<\/strong>
                            GDPR-ready, encryption in transit<\/p>\n\n\n\n

                            Support & community:<\/strong>
                            Good documentation, responsive customer support, onboarding assistance<\/p>\n\n\n\n

                            \n\n\n\n

                            5 \u2014 Arkose Labs<\/strong><\/h3>\n\n\n\n

                            Short description:<\/strong>
                            Arkose Labs focuses on bot mitigation and abuse prevention<\/strong>, using device fingerprinting as part of a broader defense strategy.<\/p>\n\n\n\n

                            Key features<\/strong><\/p>\n\n\n\n

                              \n
                            • Device fingerprinting for bot detection<\/li>\n\n\n\n
                            • Risk-based challenges<\/li>\n\n\n\n
                            • Behavioral analysis<\/li>\n\n\n\n
                            • Global attack telemetry<\/li>\n\n\n\n
                            • Real-time abuse prevention<\/li>\n<\/ul>\n\n\n\n

                              Pros<\/strong><\/p>\n\n\n\n

                                \n
                              • Strong bot defense capabilities<\/li>\n\n\n\n
                              • Low friction for legitimate users<\/li>\n<\/ul>\n\n\n\n

                                Cons<\/strong><\/p>\n\n\n\n

                                  \n
                                • Not pure fingerprinting-only<\/li>\n\n\n\n
                                • Higher cost for advanced plans<\/li>\n<\/ul>\n\n\n\n

                                  Security & compliance:<\/strong>
                                  SOC 2, GDPR, ISO-aligned controls<\/p>\n\n\n\n

                                  Support & community:<\/strong>
                                  Enterprise-grade support, onboarding specialists<\/p>\n\n\n\n

                                  \n\n\n\n

                                  6 \u2014 Kount<\/strong><\/h3>\n\n\n\n

                                  Short description:<\/strong>
                                  Kount delivers identity trust and device intelligence<\/strong> primarily for e-commerce and payments.<\/p>\n\n\n\n

                                  Key features<\/strong><\/p>\n\n\n\n

                                    \n
                                  • Device fingerprinting and identity trust<\/li>\n\n\n\n
                                  • Machine learning fraud models<\/li>\n\n\n\n
                                  • Omnichannel fraud detection<\/li>\n\n\n\n
                                  • Payment and checkout protection<\/li>\n\n\n\n
                                  • Risk scoring dashboards<\/li>\n<\/ul>\n\n\n\n

                                    Pros<\/strong><\/p>\n\n\n\n

                                      \n
                                    • Strong e-commerce focus<\/li>\n\n\n\n
                                    • Mature analytics and reporting<\/li>\n<\/ul>\n\n\n\n

                                      Cons<\/strong><\/p>\n\n\n\n

                                        \n
                                      • Less flexible for custom use cases<\/li>\n\n\n\n
                                      • Enterprise pricing<\/li>\n<\/ul>\n\n\n\n

                                        Security & compliance:<\/strong>
                                        PCI DSS, SOC 2, GDPR<\/p>\n\n\n\n

                                        Support & community:<\/strong>
                                        Dedicated account managers, enterprise documentation<\/p>\n\n\n\n

                                        \n\n\n\n

                                        7 \u2014 Castle<\/strong><\/h3>\n\n\n\n

                                        Short description:<\/strong>
                                        Castle provides real-time device fingerprinting and user behavior analysis<\/strong> for SaaS products.<\/p>\n\n\n\n

                                        Key features<\/strong><\/p>\n\n\n\n

                                          \n
                                        • Passive device fingerprinting<\/li>\n\n\n\n
                                        • Account takeover detection<\/li>\n\n\n\n
                                        • Session anomaly detection<\/li>\n\n\n\n
                                        • Developer-friendly APIs<\/li>\n\n\n\n
                                        • SaaS-focused workflows<\/li>\n<\/ul>\n\n\n\n

                                          Pros<\/strong><\/p>\n\n\n\n

                                            \n
                                          • Easy SaaS integration<\/li>\n\n\n\n
                                          • Low user friction<\/li>\n<\/ul>\n\n\n\n

                                            Cons<\/strong><\/p>\n\n\n\n

                                              \n
                                            • Limited offline analytics<\/li>\n\n\n\n
                                            • Smaller ecosystem<\/li>\n<\/ul>\n\n\n\n

                                              Security & compliance:<\/strong>
                                              SOC 2, GDPR-ready<\/p>\n\n\n\n

                                              Support & community:<\/strong>
                                              Good onboarding, responsive support team<\/p>\n\n\n\n

                                              \n\n\n\n

                                              8 \u2014 DataDome<\/strong><\/h3>\n\n\n\n

                                              Short description:<\/strong>
                                              DataDome specializes in real-time bot detection<\/strong> using device fingerprinting and behavioral signals.<\/p>\n\n\n\n

                                              Key features<\/strong><\/p>\n\n\n\n

                                                \n
                                              • Advanced device fingerprinting<\/li>\n\n\n\n
                                              • AI-based bot classification<\/li>\n\n\n\n
                                              • CDN and API protection<\/li>\n\n\n\n
                                              • Real-time dashboards<\/li>\n\n\n\n
                                              • Low latency processing<\/li>\n<\/ul>\n\n\n\n

                                                Pros<\/strong><\/p>\n\n\n\n

                                                  \n
                                                • Excellent performance<\/li>\n\n\n\n
                                                • Strong bot accuracy<\/li>\n<\/ul>\n\n\n\n

                                                  Cons<\/strong><\/p>\n\n\n\n

                                                    \n
                                                  • Focused mainly on bots<\/li>\n\n\n\n
                                                  • Less identity-centric<\/li>\n<\/ul>\n\n\n\n

                                                    Security & compliance:<\/strong>
                                                    GDPR, SOC 2-aligned practices<\/p>\n\n\n\n

                                                    Support & community:<\/strong>
                                                    Enterprise support, technical onboarding<\/p>\n\n\n\n

                                                    \n\n\n\n

                                                    9 \u2014 PerimeterX<\/strong> (now Human Security)<\/em><\/h3>\n\n\n\n

                                                    Short description:<\/strong>
                                                    PerimeterX delivers client-side security and device intelligence<\/strong> for web and mobile applications.<\/p>\n\n\n\n

                                                    Key features<\/strong><\/p>\n\n\n\n

                                                      \n
                                                    • Device fingerprinting<\/li>\n\n\n\n
                                                    • Client-side attack detection<\/li>\n\n\n\n
                                                    • Behavioral analytics<\/li>\n\n\n\n
                                                    • API and mobile protection<\/li>\n\n\n\n
                                                    • Threat intelligence feeds<\/li>\n<\/ul>\n\n\n\n

                                                      Pros<\/strong><\/p>\n\n\n\n

                                                        \n
                                                      • Strong mobile protection<\/li>\n\n\n\n
                                                      • Advanced behavioral analysis<\/li>\n<\/ul>\n\n\n\n

                                                        Cons<\/strong><\/p>\n\n\n\n

                                                          \n
                                                        • Complex setup<\/li>\n\n\n\n
                                                        • Premium pricing<\/li>\n<\/ul>\n\n\n\n

                                                          Security & compliance:<\/strong>
                                                          SOC 2, GDPR, ISO-aligned<\/p>\n\n\n\n

                                                          Support & community:<\/strong>
                                                          Enterprise support, limited open community<\/p>\n\n\n\n

                                                          \n\n\n\n

                                                          10 \u2014 Sift<\/strong><\/h3>\n\n\n\n

                                                          Short description:<\/strong>
                                                          Sift combines device fingerprinting, behavioral analytics, and machine learning<\/strong> for fraud prevention.<\/p>\n\n\n\n

                                                          Key features<\/strong><\/p>\n\n\n\n

                                                            \n
                                                          • Cross-device identity tracking<\/li>\n\n\n\n
                                                          • Machine-learning fraud models<\/li>\n\n\n\n
                                                          • Behavioral fingerprinting<\/li>\n\n\n\n
                                                          • Marketplace and SaaS focus<\/li>\n\n\n\n
                                                          • Risk-based decisioning<\/li>\n<\/ul>\n\n\n\n

                                                            Pros<\/strong><\/p>\n\n\n\n

                                                              \n
                                                            • Powerful ML models<\/li>\n\n\n\n
                                                            • Scales well for marketplaces<\/li>\n<\/ul>\n\n\n\n

                                                              Cons<\/strong><\/p>\n\n\n\n

                                                                \n
                                                              • Less transparency in scoring<\/li>\n\n\n\n
                                                              • Higher learning curve<\/li>\n<\/ul>\n\n\n\n

                                                                Security & compliance:<\/strong>
                                                                SOC 2, GDPR, ISO-aligned controls<\/p>\n\n\n\n

                                                                Support & community:<\/strong>
                                                                Strong enterprise support, training resources<\/p>\n\n\n\n

                                                                \n\n\n\n

                                                                Comparison Table<\/strong><\/h2>\n\n\n\n
                                                                Tool Name<\/th>Best For<\/th>Platform(s) Supported<\/th>Standout Feature<\/th>Rating<\/th><\/tr><\/thead>
                                                                Fingerprint<\/td>Developers, SaaS<\/td>Web, API<\/td>High-accuracy fingerprinting<\/td>N\/A<\/td><\/tr>
                                                                iovation<\/td>Enterprises<\/td>Web, Mobile<\/td>Global device reputation<\/td>N\/A<\/td><\/tr>
                                                                ThreatMetrix<\/td>Financial services<\/td>Web, Mobile<\/td>Digital identity intelligence<\/td>N\/A<\/td><\/tr>
                                                                SEON<\/td>SMBs, E-commerce<\/td>Web, API<\/td>No-code fraud rules<\/td>N\/A<\/td><\/tr>
                                                                Arkose Labs<\/td>Bot mitigation<\/td>Web, Mobile<\/td>Risk-based challenges<\/td>N\/A<\/td><\/tr>
                                                                Kount<\/td>E-commerce<\/td>Web, Payments<\/td>Identity trust network<\/td>N\/A<\/td><\/tr>
                                                                Castle<\/td>SaaS platforms<\/td>Web, API<\/td>Passive fingerprinting<\/td>N\/A<\/td><\/tr>
                                                                DataDome<\/td>Bot protection<\/td>Web, API<\/td>Low-latency detection<\/td>N\/A<\/td><\/tr>
                                                                PerimeterX<\/td>App security<\/td>Web, Mobile<\/td>Client-side protection<\/td>N\/A<\/td><\/tr>
                                                                Sift<\/td>Marketplaces<\/td>Web, API<\/td>ML-driven trust scores<\/td>N\/A<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                                \n\n\n\n

                                                                Evaluation & Scoring of Device Fingerprinting Tools<\/strong><\/h2>\n\n\n\n
                                                                Criteria<\/th>Weight<\/th>Score Explanation<\/th><\/tr><\/thead>
                                                                Core features<\/td>25%<\/td>Accuracy, spoofing resistance, device stability<\/td><\/tr>
                                                                Ease of use<\/td>15%<\/td>SDKs, documentation, setup effort<\/td><\/tr>
                                                                Integrations & ecosystem<\/td>15%<\/td>APIs, SDKs, platform compatibility<\/td><\/tr>
                                                                Security & compliance<\/td>10%<\/td>Regulatory readiness, encryption<\/td><\/tr>
                                                                Performance & reliability<\/td>10%<\/td>Latency, uptime, scalability<\/td><\/tr>
                                                                Support & community<\/td>10%<\/td>Onboarding, documentation<\/td><\/tr>
                                                                Price \/ value<\/td>15%<\/td>ROI relative to cost<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                                \n\n\n\n

                                                                Which Device Fingerprinting Tool Is Right for You?<\/strong><\/h2>\n\n\n\n
                                                                  \n
                                                                • Solo users & startups:<\/strong> Lightweight, developer-friendly tools with simple APIs and predictable pricing<\/li>\n\n\n\n
                                                                • SMBs:<\/strong> Balanced platforms combining fingerprinting with fraud rules and dashboards<\/li>\n\n\n\n
                                                                • Mid-market:<\/strong> Tools offering scalability, integrations, and configurable workflows<\/li>\n\n\n\n
                                                                • Enterprise:<\/strong> Platforms with global intelligence networks, compliance certifications, and SLAs<\/li>\n<\/ul>\n\n\n\n

                                                                  Budget-conscious teams<\/strong> should prioritize ease of use and pricing transparency.
                                                                  Premium buyers<\/strong> benefit from higher accuracy, global data, and enterprise support.
                                                                  Security-driven organizations<\/strong> should focus on compliance, auditability, and spoofing resistance.<\/p>\n\n\n\n

                                                                  \n\n\n\n

                                                                  Frequently Asked Questions (FAQs)<\/strong><\/h2>\n\n\n\n

                                                                  1. What is device fingerprinting?<\/strong>
                                                                  It is a technique used to uniquely identify devices based on technical and behavioral attributes.<\/p>\n\n\n\n

                                                                  2. Is device fingerprinting legal?<\/strong>
                                                                  Yes, when implemented with transparency and compliance with privacy regulations.<\/p>\n\n\n\n

                                                                  3. How accurate is device fingerprinting?<\/strong>
                                                                  Accuracy varies by tool, data signals, and resistance to spoofing.<\/p>\n\n\n\n

                                                                  4. Does it replace cookies?<\/strong>
                                                                  It complements or replaces cookies in environments where cookies are unreliable.<\/p>\n\n\n\n

                                                                  5. Can users block device fingerprinting?<\/strong>
                                                                  Advanced tools are designed to remain effective despite common evasion methods.<\/p>\n\n\n\n

                                                                  6. Is device fingerprinting GDPR-compliant?<\/strong>
                                                                  Most vendors provide compliance features, but implementation matters.<\/p>\n\n\n\n

                                                                  7. Does it impact website performance?<\/strong>
                                                                  High-quality tools are optimized for low latency.<\/p>\n\n\n\n

                                                                  8. Is it suitable for mobile apps?<\/strong>
                                                                  Many platforms support both web and mobile environments.<\/p>\n\n\n\n

                                                                  9. How long do fingerprints last?<\/strong>
                                                                  Persistence depends on signal stability and user behavior.<\/p>\n\n\n\n

                                                                  10. What are common mistakes?<\/strong>
                                                                  Over-reliance on a single signal and ignoring privacy requirements.<\/p>\n\n\n\n

                                                                  \n\n\n\n

                                                                  Conclusion<\/strong><\/h2>\n\n\n\n

                                                                  Device fingerprinting has become a core capability in modern digital security and fraud prevention strategies<\/strong>. The tools covered in this guide vary widely\u2014from developer-centric APIs to enterprise-scale intelligence networks.<\/p>\n\n\n\n

                                                                  The most important takeaway is that there is no universal \u201cbest\u201d tool<\/strong>. The right choice depends on your risk profile, scale, regulatory obligations, technical resources, and budget. By aligning your requirements with the strengths of each platform, you can build a secure, scalable, and privacy-aware defense against fraud and abuse.<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                                  Introduction Device Fingerprinting Tools are specialized security and analytics solutions designed to identify, recognize, and track devices based on a unique combination of hardware, software, and behavioral attributes. Instead of… <\/p>\n","protected":false},"author":58,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[11138],"tags":[16484,23853,23851,23846,23855,23849,23847,23848,23856,14718,23850,23852,23854,12010],"class_list":["post-58316","post","type-post","status-publish","format-standard","hentry","category-best-tools","tag-account-takeover-prevention","tag-anti-fraud-solutions","tag-bot-detection-software","tag-browser-fingerprinting","tag-cybersecurity-tools","tag-device-fingerprinting-software","tag-device-fingerprinting-tools","tag-device-identification-technology","tag-device-intelligence-platform","tag-digital-identity-verification","tag-fraud-prevention-tools","tag-online-fraud-detection","tag-risk-based-authentication","tag-user-behavior-analytics"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58316","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=58316"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58316\/revisions"}],"predecessor-version":[{"id":58318,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/58316\/revisions\/58318"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=58316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=58316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=58316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}