{"id":41367,"date":"2024-11-18T02:30:01","date_gmt":"2024-11-18T10:30:01","guid":{"rendered":"https:\/\/coderpad.io\/?p=41367"},"modified":"2024-11-18T07:17:17","modified_gmt":"2024-11-18T15:17:17","slug":"how-effective-is-your-cheating-prevention-strategy-a-self-assessment-guide","status":"publish","type":"post","link":"https:\/\/coderpad.io\/blog\/hiring-developers\/how-effective-is-your-cheating-prevention-strategy-a-self-assessment-guide\/","title":{"rendered":"How Effective Is Your Cheating Prevention Strategy? A Self-Assessment Guide"},"content":{"rendered":"\n<p><strong>How do you tackle cheating in technical interviews? How <\/strong><strong><em>should <\/em><\/strong><strong>you tackle it? Bring managers and recruiters together and work through these four questions, to evaluate your current cheating prevention measures and start mapping a strategy that meets everyone\u2019s needs \u2013 recruiters, managers, and candidates.<\/strong><\/p>\n\n\n\n<p>You thought Joe was great. You were excited for him to start. But within a week, it\u2019s abundantly clear that Joe can\u2019t actually\u2026 code.&nbsp;<\/p>\n\n\n\n<p>The team\u2019s livid. Morale has plummeted. That big project gets delayed because everyone\u2019s fixing stuff Joe snarled up. Eventually HR steps in\u2026 and it\u2019s back to the job boards.<\/p>\n\n\n\n<p>But you\u2019ve learned your lessons. You load-up with proctoring; copy-paste blocking; IP tracking; screen lockdowns \u2013 across every role, region, and geography. And you make questions harder and harder. Ha! Cast-iron.&nbsp;<\/p>\n\n\n\n<p>Except now, completion rates plummet. Candidate feedback plummets. Application volume plummets. Your Glassdoor profile fills up with disgruntled reviews warning developers not to waste their time.&nbsp;<\/p>\n\n\n\n<p>Sure, cheating seems like a smaller problem. But hiring is a bigger one.&nbsp;<\/p>\n\n\n\n<p>That\u2019s the battle many organizations face when hiring technical talent. So how do you tread the line effectively? What\u2019s the right level of mitigation, to <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/cheating-prevention-in-technical-interviews-balancing-hiring-integrity-candidate-experience\/\">tackle cheating without derailing the candidate experience<\/a>?&nbsp;<\/p>\n\n\n\n<p>The answer depends on your organization. Work through our four-question self-assessment guide below, to spark discussion towards calibrating a perfect-for-you cheating prevention strategy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Four questions to guide your cheating prevention strategy<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><br>\u2753 <strong>What does \u201ccheating\u201d mean for your organization?<\/strong><br>1. We haven\u2019t defined cheating<br>2. We let our engineering managers decide case-by-case<br>3. We have a very strict policy. No AI. No copy-and-paste.&nbsp;<br>4. _______________________<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Cheating might seem an obvious concept but it\u2019s nuanced. <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/cheating-prevention-in-technical-interviews-balancing-hiring-integrity-candidate-experience\/\">Is using AI to create a resume cheating or smart?<\/a> What about using Copilot to generate ideas and editing code from there? Cheating or efficient?<\/p>\n\n\n\n<p>To decide the right level of cheating prevention for your organization, you need to know what you\u2019re trying to prevent. Otherwise you\u2019ll lean towards blanket catch-all solutions that hurt more than help.&nbsp;<\/p>\n\n\n\n<p>It\u2019s like walling-up a window to prevent mosquitos. Sure, it might work. But it\u2019s overkill. And there are major downsides.&nbsp;<\/p>\n\n\n\n<p>Think about the balance you want to strike between manager control and central policy, too. It\u2019ll be different for every organization but mostly, disempowering managers with catch-all restrictions is counterintuitive.&nbsp;<\/p>\n\n\n\n<p>They\u2019re the people on the frontline who know best who\u2019ll excel. And they\u2019re unlikely to take kindly to universal policies that hurt their ability to hire the best people.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"774\" height=\"64\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b161392042-1.png\" alt=\"\" class=\"wp-image-41378\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b161392042-1.png 774w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b161392042-1-300x25.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b161392042-1-768x64.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b161392042-1-18x1.png 18w\" sizes=\"auto, (max-width: 774px) 100vw, 774px\" \/><figcaption class=\"wp-element-caption\">(<a href=\"https:\/\/www.reddit.com\/r\/ExperiencedDevs\/comments\/1emevfz\/cheating_interviewees_epidemic\/\" target=\"_blank\" rel=\"noopener\">Source<\/a>)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>That said though, some degree of coordinated central policy acts as a guardrail. To keep your process consistent and fair, and give managers support to make good decisions.&nbsp;<\/p>\n\n\n\n<p>Could the organization choose tools that allow each manager to opt-in for different cheating prevention functionality depending on their needs, for instance?&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><br>\u2753 <strong>How much cheating actually happens in your process?<\/strong><br>1. We suspect cheating happens but aren\u2019t certain<br>2. We\u2019ve found some candidates cheating<br>3. We frequently find candidates cheating<br>4. _______________________<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>If you haven\u2019t actually found anyone cheating, could you be overestimating the scale of the problem?<\/p>\n\n\n\n<p>There\u2019s a heap of <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/genai-for-technical-hiring-friend-or-foe\/\">pearl-clutching about GenAI and cheating<\/a>. But the plural of anecdote isn\u2019t data. You need more evidence, to guide a response that\u2019s proportionate. Not panicked.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1-1024x536.jpg\" alt=\"\" class=\"wp-image-41380\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1-1024x536.jpg 1024w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1-300x157.jpg 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1-768x402.jpg 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1-18x9.jpg 18w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b16150b6a7-1.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">(<a href=\"https:\/\/marketoonist.com\/2024\/06\/anecdotes-and-data.html#:~:text=Anecdotes%20are%20sometimes%20thinly%20veiled,a%20sample%20size%20to%20know.\" target=\"_blank\" rel=\"noopener\">Source<\/a>)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Think about how you identify possible cheating. If you write-off candidates immediately on the basis of suspicious behaviors, you risk missing great developers. Suspicious behavior is a call to dig deeper into a candidate\u2019s approach, not to blacklist.&nbsp;<\/p>\n\n\n\n<p>That\u2019s why CoderPad Screen includes AI-generated and validated follow-up questions, to check candidates\u2019 understanding of code. And CoderPad Interview\u2019s code playback functionality means interviewers can replay the entire interview, to see how candidates wrote code and spot areas worth further questions.&nbsp;&nbsp;<\/p>\n\n\n\n<p>And review your cheat rates regularly. Preventing cheating isn\u2019t a one-and-done, because the problem morphs over time.&nbsp;<\/p>\n\n\n\n<p>Consider <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/why-do-candidates-cheat-uncovering-the-root-causes-and-how-to-address-them\/\">why cheating happens<\/a>. In a high-competition job market, you\u2019re probably experiencing more cheating, for example. Even great candidates might believe cheating\u2019s the only way to gain a much-needed edge. And the problem starts to snowball as cheating\u2019s normalized.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"603\" height=\"259\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b1616657a6-1.png\" alt=\"\" class=\"wp-image-41379\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b1616657a6-1.png 603w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b1616657a6-1-300x129.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/11\/img_673b1616657a6-1-18x8.png 18w\" sizes=\"auto, (max-width: 603px) 100vw, 603px\" \/><figcaption class=\"wp-element-caption\">(<a href=\"https:\/\/www.welcometothejungle.com\/en\/articles\/lying-on-the-job-hunt\" target=\"_blank\" rel=\"noopener\">Source<\/a>)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Ouch \u261d\ufe0f<\/p>\n\n\n\n<p>But don\u2019t get caught in the same trap. Getting a handle on cheating can feel like chasing someone downhill, sprinting faster and faster. But you\u2019ll eventually lose control \u2013 and slowing or changing direction becomes impossible.&nbsp;<\/p>\n\n\n\n<p>Candidate behavior is fickle. Successful hiring demands a nimble, agile, responsive strategy.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><br>\u2753 <strong>Where does cheating happen?<\/strong><br>1. We don\u2019t know but we\u2019re worried<br>2. Nowhere: we have cast-iron control over our processes<br>3. We\u2019ve spotted some specific areas where cheating happens<br>4. _______________________<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>There are heaps of <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/cheating-prevention-in-technical-interviews-balancing-hiring-integrity-candidate-experience\/\">touchpoints where cheating *might* happen during hiring.<\/a> But effective cheating mitigation demands a sniper, not a scattergun. The aim is to avoid collateral damage.<\/p>\n\n\n\n<p>If you\u2019re worried about cheating but there\u2019s no concrete evidence, preventative measures are your best bet. For example, CoderPad\u2019s platform has plenty of <a href=\"https:\/\/coderpad.io\/features\/cheating-prevention\/\">features designed to stop cheating<\/a> before it starts \u2013 <em>without <\/em>hurting the candidate experience with rigid, hardline measures.&nbsp;<\/p>\n\n\n\n<p>Like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Question randomization<\/strong>&nbsp;to mitigate the risk of question sharing<\/li>\n\n\n\n<li><strong>Question timers<\/strong>&nbsp;to prevent unreasonable searching for answers<\/li>\n\n\n\n<li><strong>AI content testing&nbsp;<\/strong>to regularly update, test, and safeguard your content&nbsp;<\/li>\n\n\n\n<li><strong>Easy-build custom-code exercises&nbsp;<\/strong>to create more cheat-proof tests&nbsp;<\/li>\n\n\n\n<li><strong>Gamified coding exercises&nbsp;<\/strong>that are much harder to submit to AI&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>But that\u2019s not the only puzzle piece. Preventing cheating is also about <a href=\"https:\/\/coderpad.io\/events\/why-and-how-technical-realism-will-solve-your-it-recruitment-problems\/\">building a realistic, engaging, respectful process<\/a> that adds value for candidates \u2013 so they\u2019re far less inclined to cheat in the first place.<\/p>\n\n\n\n<p>But what if you\u2019re facing a proven issue with cheating? Resist the temptation to panic-hurl mud at the wall, first.&nbsp;<\/p>\n\n\n\n<p>Yes, if you\u2019ve locked-down your processes with every preventative technology under the sun, you might have curtailed cheating. But the baby-with-the-bathwater approach has hidden costs (see question #4 \ud83d\udc40).&nbsp;<\/p>\n\n\n\n<p>The best approach to mitigating cheating is tailored to your specific needs, on a by-process, by-role, and by-region basis.&nbsp;<\/p>\n\n\n\n<p><em>(Flexibility aside though, it\u2019s critical to be fair. We\u2019d never recommend you add measures for some candidates but not others within an open role. <a href=\"https:\/\/coderpad.io\/blog\/interviewing\/a-holistic-guide-to-diversity-and-inclusion-in-the-technical-hiring-process\/\">Diversity and inclusion is crucial<\/a> to the candidate experience \u2013 and your organization\u2019s overarching business goals.)<\/em><\/p>\n\n\n\n<p>Choose technology that offers plenty of functionality to crack down on cheating \u2013&nbsp;with the flexibility only to use it where it\u2019s needed. With CoderPad, that anti-cheating toolkit could include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Code playback<\/strong>&nbsp;to see how candidates wrote their code<\/li>\n\n\n\n<li><strong>IDE exit detection<\/strong>&nbsp;to know if\/when candidates left their test<\/li>\n\n\n\n<li><strong>Copy\/paste tracking<\/strong>&nbsp;to spot if code might\u2019ve originated elsewhere<\/li>\n\n\n\n<li><strong>Plagiarism detection<\/strong>&nbsp;to spot if exact code is reused<\/li>\n\n\n\n<li><strong>AI follow-up questions<\/strong>&nbsp;to check candidates\u2019 understanding of code<\/li>\n\n\n\n<li><strong>Candidate flagging<\/strong>&nbsp;to identity possible suspicious behavior<\/li>\n\n\n\n<li><strong>Location tracking<\/strong>&nbsp;to check candidates are based where they say<\/li>\n\n\n\n<li><strong>Anomaly alerts<\/strong>&nbsp;for unusual candidate activity or performance&nbsp;<\/li>\n\n\n\n<li><strong>Test performance tracking<\/strong>&nbsp;to detect unusual improvement on retakes<\/li>\n\n\n\n<li><strong>Webcam proctoring<\/strong>&nbsp;<strong>and AI analysis<\/strong>&nbsp;to flag suspicious behavior&nbsp;<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\ud83d\udd16 <strong>Related read<\/strong>: <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/18-features-your-tech-assessment-tool-should-have-to-prevent-cheating\/\">18 features your tech assessment tool should have to prevent cheating<\/a><\/p>\n<\/blockquote>\n\n\n\n<p>The point is, let the problem lead the solution. If you <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/best-practices-for-proctoring-in-technical-assessments-without-compromising-candidate-experience\/\">use tactics like proctoring<\/a> recklessly, you risk damaging the candidate experience. And ultimately, hurting your ability to hire.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><br>\u2753 <strong>What are your wider recruitment challenges?&nbsp;<\/strong><br>1. Not enough quality applications<br>2. High candidate drop-off rate<br>3. Low offer acceptance rate&nbsp;<br>4. _______________________<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>How you choose to tackle cheating has a knock-on impact elsewhere in your hiring process.&nbsp;<\/p>\n\n\n\n<p>If your offer acceptance rate is low, for example, that points to a candidate experience problem. You <em>could<\/em> take a hardline approach to preventing cheating, with <a href=\"https:\/\/coderpad.io\/blog\/hiring-developers\/dos-and-donts-cheating-prevention-nathan-sutter\/\">sweeping prohibitions against copy-paste<\/a>, GenAI, and so on. But is cheating prevalent enough to justify an approach that damages your CX so much?&nbsp;<\/p>\n\n\n\n<p>Likewise, if you\u2019re struggling to attract enough quality applications. Is cheating a bigger problem than employer branding? Can you afford a process that treats engineers like naughty children? How will that impact your reputation?<\/p>\n\n\n\n<p>On the other hand, say your managers are frustrated by wasting time interviewing poor-quality candidates. With <a href=\"https:\/\/www.shrm.org\/topics-tools\/news\/technology\/job-seekers-cheating-use-chatgpt-to-craft-resumes-cover-letters\" target=\"_blank\" rel=\"noopener\">nearly half of jobseekers now admitting to using ChatGPT<\/a> to write cover letters or resumes, it\u2019s harder than ever for recruiters to screen successfully.&nbsp;<\/p>\n\n\n\n<p>A <a href=\"https:\/\/coderpad.io\/platform\/technical-screening\/\">dedicated technical screening platform<\/a> can remove guesswork from the process, sending fast, flexible, and fair technical assessments \u2013 so you\u2019re moving the right candidates forward.&nbsp;<\/p>\n\n\n\n<p>When you\u2019re developing your cheating prevention strategy, think bigger-picture than \u201cstopping cheating\u201d. What are the potential hidden costs? Which compromises are you willing to make? There\u2019s no right or wrong \u2013 but make a conscious choice.&nbsp;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Cheating mitigation template<\/strong> \ud83d\udccb<\/h2>\n\n\n\n<p>Working through these four questions should give you more clarity on what the right approach to cheating mitigation looks like for your organization. Here\u2019s a template to help you frame your strategy.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>&nbsp;<\/td><td><strong>Prevent<\/strong> cheating<\/td><td><strong>Detect<\/strong> cheating<\/td><td><strong>Respond<\/strong> to suspicious activity&nbsp;<\/td><\/tr><tr><td><strong>For every role<\/strong><\/td><td>\u00b7&nbsp; Real-life scenario based questions<br>\u00b7&nbsp; Value-add process that helps candidates make an informed decision<br>\u00b7&nbsp; Custom-code language-agnostic questions<br>\u00b7&nbsp; Gamified coding exercises<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________&nbsp;<\/td><td>\u00b7&nbsp; Test performance tracking<br>\u00b7&nbsp; Candidate flagging<br>\u00b7&nbsp; Code playback<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________&nbsp;<\/td><td>\u00b7&nbsp; Follow-up questions to understand coding rationale (AI-generated or live)<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________&nbsp;<\/td><\/tr><tr><td><strong>For high-risk areas:<\/strong><br><strong>1. _____<\/strong><br><strong>2. _____<\/strong><br><strong>3. _____&nbsp;&nbsp;<\/strong><\/td><td>\u00b7&nbsp; Candidate warning message<br>\u00b7&nbsp; Question randomization<br>\u00b7&nbsp; Copy-paste detection<br>\u00b7&nbsp; Question timers<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________<\/td><td>\u00b7&nbsp; Code similarity check<br>\u00b7&nbsp; Webcam proctoring<br>\u00b7&nbsp; Anomaly alerts<br>\u00b7&nbsp; IDE exit detection<br>\u00b7&nbsp; Location tracking<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________<\/td><td>\u00b7&nbsp; Update questions to respond to content leaks<br>\u00b7&nbsp; Reject candidates with suspicious activity<br>\u00b7&nbsp; ____________<br>\u00b7&nbsp; ____________<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>A template like this is the foundation of an agile, flexible approach to cheating mitigation that better meets everyone\u2019s needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Put the battering ram down\u2026<\/strong><\/h2>\n\n\n\n<p>Cheating is a high-stakes issue. But that doesn\u2019t mean you need a battering ram.&nbsp;<\/p>\n\n\n\n<p>Treating all candidates like the lowest common denominator is a recipe for disaster. Cheating is nuanced and sensitive: you need to tread lightly.&nbsp;<\/p>\n\n\n\n<p>More isn\u2019t better. <em>Proportionate<\/em> is better. <em>Justified<\/em> is better. <em>Calibrated<\/em> is better.<\/p>\n\n\n\n<p>There\u2019s no silver bullet, switch-it-on-and-run solution here. Instead, there\u2019s an opportunity to step back and really evaluate the strategy behind your hiring. To integrate concerns about cheating with your overall ambitions for recruitment and the business.&nbsp;<\/p>\n\n\n\n<p>That\u2019s not the quick fix you might want. But it\u2019s the sustainable, long-term, measured approach that\u2019ll most benefit the organization.&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/coderpad.io\/cheat-mitigation\/\">Learn more about how CoderPad can help mitigate cheating in your tech hiring process.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How do you tackle cheating in technical interviews? Work through these four questions, to evaluate your current cheating prevention measures and start mapping a strategy that meets your needs.<\/p>\n","protected":false},"author":18,"featured_media":41376,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[23],"tags":[],"persona":[27,28],"blog-programming-language":[],"keyword-cluster":[],"class_list":["post-41367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hiring-developers"],"acf":[],"_links":{"self":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/41367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/comments?post=41367"}],"version-history":[{"count":13,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/41367\/revisions"}],"predecessor-version":[{"id":41400,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/41367\/revisions\/41400"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/media\/41376"}],"wp:attachment":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/media?parent=41367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/categories?post=41367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/tags?post=41367"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/persona?post=41367"},{"taxonomy":"blog-programming-language","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/blog-programming-language?post=41367"},{"taxonomy":"keyword-cluster","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/keyword-cluster?post=41367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}