CodeViva AI
Deep scan pipeline · Embeddings + LLM

Know If Any Codebase Is Real.

Analyze repositories, detect originality, assess quality, and generate viva and interview questions in seconds.

Explore capabilities
Live previewScanning

AI score

74%Likelihood

Quality

9.1/10

Security

3alerts

Viva

12questions

Embeddings + heuristics + model review

Everything in one intelligence layer

Bento-style modules — each crafted for clarity, depth, and speed.

Trusted forUniversitiesHiring teamsDevelopersBootcamps

AI detection

Surface boilerplate, repetition, and overly uniform structure with embeddings.

GitHub scan

Paste a public URL or upload a ZIP for private work.

Code quality

Readable scores and architecture narrative stakeholders trust.

Security audit

Secrets, unsafe APIs, and validation gaps before your review.

Viva generator

File-grounded questions with difficulty and expected answers.

Interview questions

Role-ready prompts grounded in the actual codebase.

Branded PDF

Export polished reports for panels and hiring packets.

How it works

1

Connect a repo or ZIP

Paste a public GitHub URL or drop a ZIP — we parse languages and structure.

2

Run the scan pipeline

Embeddings + heuristics + LLM summarization produce structured insights.

3

Review & export

Dashboards, PDFs, and share links for panels and async hiring loops.

Live preview dashboard

Animated score rings, originality heatmaps, and export-ready narratives — the same shell you get after every scan.

Score rings

Tech stack

TypeScript · Next.js · Prisma · PostgreSQL

Project level

Industry Ready

Resume

Production-grade full-stack SaaS with auth, payments-ready architecture, and observability hooks.

Built for real workflows

Teachers

Fair viva questions grounded in actual files, and clarity on originality vs boilerplate.

Recruiters

Interview prompts tied to the candidate’s repo, plus security and quality signals.

Students

Actionable feedback on structure, resume copy, and what to improve before submission.

Loved by teams

Panels finally get consistent, file-grounded questions. The PDF alone saves us hours.

Dr. Priya N. · CS faculty lead

We use this for take-home reviews. Architecture + security in one pass is a cheat code.

Alex R. · Engineering manager

I ship better projects now — the resume blurb and weaknesses list are scarily accurate.

Jordan L. · Final-year student

FAQ

Does CodeViva work with private repositories?

Upload a ZIP for private code. Public GitHub URLs work without tokens; optional GITHUB_TOKEN increases rate limits.

How accurate is the AI probability score?

It is a blended signal from structure, repetition, naming, and LLM judgment — use it as guidance alongside your own review.

Can I share a report with my panel?

Yes. Generate a public share link and export a PDF for offline review.

What data is stored?

Scan metadata and results are stored in your PostgreSQL database. Configure retention and access in your deployment.

Ship reviews that feel like a product, not a script

Start a scan in under a minute. Export PDFs, share links, and keep teams aligned.

Open analyzer