Vibe Coding Certification Test
Tests responsible "vibe coding" and AI-assisted development — prompting AI coding tools well, reviewing and testing what they generate, catching security and quality risks such as hallucinated packages and leaked secrets, and shipping AI-built software safely. Pass to earn Vibe Coding (AI-Assisted Development) SOA-VIBE.
- Intermediate difficulty.Assumes hands-on experience in the role.
- 20 scenario questions
- 20 minutes, timed
- 70% to pass · 90% for distinction
- Free no sign-up needed
- LinkedIn-ready · add it to your profile in one clickSee how ↓
What is the Vibe Coding Certification Test?
The Vibe Coding Certification Test is a free intermediate-level, 20-minute skill test from Science of Apps. It tests responsible "vibe coding" and AI-assisted development — prompting AI coding tools well, reviewing and testing what they generate, catching security and quality risks such as hallucinated packages and leaked secrets, and shipping AI-built software safely. Score 70% or more on its 20 questions to earn a verifiable Vibe Coding (AI-Assisted Development) certificate (SOA-VIBE). Every question is based on published standards and research — including Claude Code: Best practices for agentic coding (Anthropic), Not all AI-assisted programming is vibe coding (Simon Willison), Google Engineering Practices: Code Review (Google) — and each answer is explained with its source.
Built for your job title
Founder building with AI, Product manager prototyping, Software developer, No-code builder and Designer who codes — and anyone who wants quick, verifiable proof of Vibe Coding skills for a CV or LinkedIn.
- Founder building with AI
- Product manager prototyping
- Software developer
- No-code builder
- Designer who codes
What the test covers
Four skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Prompting AI Coding Tools
25%- Clear specifications
- Context
- Iterating
- 02
Reviewing and Testing AI Code
25%- Code review
- Testing
- Understanding output
- 03
Security and Quality Risks
25%- Secrets and credentials
- Dependencies
- Common vulnerabilities
- 04
Workflow and Shipping
25%- Tool choice
- Collaboration
- Deployment and maintenance
Based on published standards
The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:
- Claude Code: Best practices for agentic codingAnthropic10 questions
- Not all AI-assisted programming is vibe codingSimon Willison5 questions
- Google Engineering Practices: Code ReviewGoogle3 questions
- Pro Git bookgit-scm.com2 questions
- The Practical Test PyramidMartin Fowler2 questions
- We Have a Package for You! Package hallucinations by code LLMsSpracklen et al., USENIX Security 20252 questions
- OWASP Top 10OWASP2 questions
- Manage Claude's memory (CLAUDE.md)Anthropic1 question
- Test Driven DevelopmentMartin Fowler1 question
- TypeScript documentationMicrosoft1 question
- OWASP Cheat Sheet SeriesOWASP1 question
- SQL InjectionOWASP1 question
- Application Security Verification StandardOWASP1 question
- Claude Code securityAnthropic1 question
- Choose an open source licenseGitHub (choosealicense.com)1 question
- What is GDPR?GDPR.eu1 question
- Pull requests documentationGitHub Docs1 question
- The Twelve-Factor AppAdam Wiggins (Heroku)1 question
- Write the Docs guideWrite the Docs1 question
- GitHub Copilot documentationGitHub Docs1 question
- OpenTelemetry documentationOpenTelemetry (CNCF)1 question
Try a sample question
The term "vibe coding", popularised by Andrej Karpathy in 2025, describes
- writing every line by hand without any tools
- building software mainly by prompting AI and accepting its code
- coding only to background music for focus
- pair programming with two human developers
Show the answer
B. building software mainly by prompting AI and accepting its code — Fine for prototypes; risky unreviewed in production. The real test has 20 questions like this.
How the test works
20 minutes, 20 questions
One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.
Graded on our server
Answers reach the page only after you submit, so the certificate can only be earned by passing.
Every answer explained
Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.
Your certificate
Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.
What you earn

Pass, then add it to LinkedIn in one click
No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.
- 1Take the 20-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

Vibe Coding (AI-Assisted Development)
Science of Apps
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Frequently asked questions
What is the Vibe Coding Certification Test?
The Vibe Coding Certification Test is a free intermediate-level, 20-minute skill test from Science of Apps. It tests responsible "vibe coding" and AI-assisted development — prompting AI coding tools well, reviewing and testing what they generate, catching security and quality risks such as hallucinated packages and leaked secrets, and shipping AI-built software safely. Score 70% or more on its 20 questions to earn a verifiable Vibe Coding (AI-Assisted Development) certificate (SOA-VIBE). Every question is based on published standards and research — including Claude Code: Best practices for agentic coding (Anthropic), Not all AI-assisted programming is vibe coding (Simon Willison), Google Engineering Practices: Code Review (Google) — and each answer is explained with its source.
How do I take the Vibe Coding Certification Test for free?
Read the four skill areas on this page, then take the 20-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a Vibe Coding (AI-Assisted Development) certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the Vibe Coding Certification Test questions based on real standards?
Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Claude Code: Best practices for agentic coding (Anthropic); Not all AI-assisted programming is vibe coding (Simon Willison); Google Engineering Practices: Code Review (Google); Pro Git book (git-scm.com); The Practical Test Pyramid (Martin Fowler); We Have a Package for You! Package hallucinations by code LLMs (Spracklen et al., USENIX Security 2025). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.
What does the Vibe Coding Certification Test cover?
Four skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Prompting AI Coding Tools (Clear specifications, Context and Iterating); Reviewing and Testing AI Code (Code review, Testing and Understanding output); Security and Quality Risks (Secrets and credentials, Dependencies and Common vulnerabilities); Workflow and Shipping (Tool choice, Collaboration and Deployment and maintenance). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the Vibe Coding Certification Test?
Founder building with AI, Product manager prototyping, Software developer, No-code builder and Designer who codes. It suits anyone who wants a quick, verifiable way to show Vibe Coding skills, from students and career switchers to experienced professionals.
Can I take the Vibe Coding Certification Test from any country?
Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.
How long is the Vibe Coding Certification Test?
20 questions — 5 from each of 4 skill areas — with a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.
How hard is the Vibe Coding Certification Test?
We rate it Intermediate: assumes hands-on experience in the role. It has 20 scenario questions — 5 from each of 4 skill areas — and a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.
How much do Science of Apps certifications cost?
Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.
How are the tests graded?
On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.
What happens if I don't pass?
You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.
Do the certificates expire?
No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.
Can I add the certificate to LinkedIn?
Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.
How can an employer verify my certificate?
Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.
Are these accredited qualifications?
No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.
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Read before you test
- Career guidesAI-assisted software development skills employers want in 2027: verification, specs and working with coding agentsAI-assisted development skills employers want in 2027: coding assistants and agents, verification, specs, security and measuring impact.
- Career guidesAI skills for software developers in 2027: coding with assistants, building with LLM APIs, agents and MCP — while keeping code secure and correctAI skills developers need in 2027: coding with AI, reviewing AI code, building with LLM APIs and structured outputs, agents, MCP, security and evals.
- AI & vibe codingWhat is vibe coding? A plain-English guide — and when it's a good ideaWhat vibe coding is, where the term came from, how it works, what it's good and bad for, and how to vibe code safely.
- AI & vibe codingHow to build an AI agent without coding: a step-by-step guide with a worked exampleBuild an AI agent without coding: pick one job, choose a platform like n8n, Zapier or Make, connect tools, add guardrails and test.
- AI & vibe codingThe best AI app builders for non-coders — and which kind of app each builds bestThe best AI app builders for non-coders by type — prompt-to-app (Lovable, Bolt, v0, Replit), AI-assisted no-code and internal tool builders.
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