Find one

⭐ Inspiration

Developers today struggle to prove their true coding ability. GitHub shows activity — not quality. LinkedIn highlights job titles — not skill. Recruiters often rely on guesswork, buzzwords, or inconsistent coding rounds.

We wanted a system that measures code quality objectively, helps developers build real credibility, and lets companies find talent based on how they actually write code.

That idea became FindOne — your code, analyzed, scored, and showcased professionally.

⭐ What it does

FindOne is a developer credibility platform that analyzes real GitHub code and generates a verified 1–10 score based on quality, structure, readability, and best practices.

Users can:

🔹 Sign in with email 🔹 Connect GitHub repositories 🔹 Get AI-assisted code scoring (linting, architecture, patterns, complexity) 🔹 Display a clean developer profile with their score 🔹 Discover and connect with other developers 🔹 Use their score as a credibility badge for hiring or collaboration

It’s GitHub + LinkedIn — but smarter, measurable, and trustworthy.

⭐ How we built it

We built FindOne using a modern and scalable architecture:

Frontend

Next.js 14 (App Router)

TailwindCSS for UI

Framer Motion for animations

Clerk for secure authentication

Fully responsive landing page with gradient mesh + animated sections

Backend / Analysis Engine

Node.js for processing

Static analysis + lint rules

Pattern detection

Weighted scoring algorithm

GitHub integration (sandboxed repo selection)

Security

OAuth email login

Sandboxed code analysis

No code stored permanently

Deployment

Vercel

MongoDB for user data

API routes protected with middleware

⭐ Challenges we ran into

❗ Designing a scoring system that feels fair and objective ❗ Managing large GitHub repositories during analysis ❗ Avoiding bias between different coding styles ❗ Ensuring secure onboarding without requiring forced GitHub login ❗ Handling UI hydration and client-only components in Next.js ❗ Making the landing page visually smooth while keeping performance high

Every challenge made the final product more polished and real-world ready.

⭐ Accomplishments that we're proud of

🏆 Built a fully functional scoring engine in hackathon time 🏆 A modern, animated landing page that feels premium 🏆 Verified developer profile tied to real code 🏆 Smooth, passwordless login experience 🏆 Clean UX that judges instantly understand 🏆 A truly useful tool that solves a real problem developers face daily

This project wasn’t just about building something — it was about creating impact.

⭐ What we learned

✨ How to build a code-analysis engine with measurable metrics ✨ Advanced Next.js patterns (client/server split, app router, SSR hydration fixes) ✨ Importance of cybersecurity when processing user code ✨ How to optimize for recruiter trust ✨ Designing a landing page that tells the story in seconds ✨ Building products that blend AI + credibility + developer experience

⭐ What’s next for FindOne

We’re committed to taking FindOne beyond the hackathon.

🚀 Full multi-language support (Python, Java, C++, JS) 🚀 More advanced AI-driven scoring 🚀 Recruiter dashboards for verified talent search 🚀 Collaboration boards for finding teammates and joining projects 🚀 Internal team code-quality audits for companies 🚀 Gamified badges, streaks, and leaderboard 🚀 Portfolio auto-generation