Commons

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  Home Screen

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  Tailored Recommendation

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  Recommendation Dashboard

Inspiration

It's hard to find jobs just applying through LinkedIn. Young professionals are at a disadvantage if they don't have connections already.

What it does

Uses Claude to parse resume, and agents to crawl the web and find actionable steps to make connections

How we built it

Using Claude Code, we made a full-stack app. The app runs on FastAPI with the Anthropic SDK on the backend, React with Vite on the frontend, and the whole app is containerized in Docker.

Challenges we ran into

Rate limiting: we needed to upgrade to the Tier 2 of Anthropic's API to manage >30,000 input tokens per second.

Accomplishments that we're proud of

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What we learned

Claude API with tool-use is highly competent at searching the web for information and synthesizing it.

What's next for Commons

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Built With

• claude
• docker
• fastapi
• react