Inspiration

The inspiration for Partners came from a personal “failure” at the Paris Innov'Hack 2026. I showed up to the event solo, full of energy but without a team. I spent the first few hours awkwardly networking, trying to find people whose skills actually complemented mine.

I realized then that while hackathons are about building, the most stressful part happens before the clock even starts: finding your people. I told my friend:

“I wish there was a matchmaking app that didn’t just list skills, but actually proved we could build together.”

That conversation was the birth of Partners.

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What It Does

Partners is a high-reasoning Synergy Engine. It allows builders to instantly generate professional profiles by analyzing their public GitHub repositories—translating raw code into a clear technical identity.

It then uses Gemini 3 to explain the “Why” behind a match through Cognitive Reasoning Traces. Whether you're looking for a co-founder or just a partner for a “fun” weekend project, Partners removes the social friction and gets you straight to the code.

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How We Built It

• Backend: FastAPI for handling high-concurrency requests
  
• AI: Gemini 3 Pro via the Google GenAI SDK
  
• Reasoning: Leveraged the model’s new Thinking configuration to generate deep-dive synergy reports
  
• Frontend: Responsive React application
  
• Design: “Hacker-Dark” Tailwind aesthetic, optimized for fast-paced hackathon use
  

The goal was to make the experience as fast and focused as a 10-hour Paris hackathon sprint.

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Challenges We Ran Into

One of the biggest challenges was handling rate limits during live AI analysis while users onboarded rapidly. I also had to design a system capable of accurately reading a GitHub profile without being overwhelmed by data noise.

Finally, building the project while battling a sore throat on the final day of the hackathon forced me to innovate—I used AI voice synthesis for the demo video itself, making the project even more meta.

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Accomplishments That We’re Proud Of

I’m proud of creating a tool that I would genuinely use. The GitHub Bio Generator works remarkably well, turning a list of repositories into a compelling technical narrative.

Most of all, I’m proud of transforming a frustrating experience in Paris into a functional tool that can help the next solo developer find their dream team.

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What We Learned

I learned that Agentic AI is the future of networking. By letting AI handle the vetting and summarization, we can focus on real human connection.

I also learned the importance of grounding AI responses in real-world data—like live 2026 hackathon schedules—to make suggestions truly actionable.

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What’s Next for Partners

Next steps include:

• Real-Time Chat
• An Instant Team feature where solo developers can join event-specific lobbies
• Support for GitLab and Bitbucket to expand the builder ecosystem

Partners is just getting started.

Built With

• css**
• fastapi**
• gemini
• grounding
• high
• level
• lucide-react**
• project-histories
• python**
• react**
• tailwind
• thinking
• typescript**
• uvicorn**
• vite**