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LawSync.io – Legislative Monitoring Agents

Built with Pramod Thebe at the Agentic Orchestration Hack, where it won Best Yutori API Project. A legal team managing property owners told us that tracking California's local legislative activity was too manual to manage: council meetings, rent-control proposals, and fair-housing rules across many jurisdictions, with existing tools covering two councils for $20 a month. LawSync runs computer-use agents across five county websites in parallel, extracts agendas and rule changes, summarizes them with citations, and emails only what is relevant to housing and landlord regulation.

Yutori computer-use APIAWS Strands agent orchestrationOpenAI APIReact front end
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LawSync.io – Legislative Monitoring Agents Screenshot

Project Features

🕸️

Parallel County Crawls

Five San Francisco Bay Area county sites browsed at once by agents that navigate like a person, which held up better than bulk scraping on inconsistent government pages.

🧾

Summaries With Citations

Each detected update is summarized, its likely impact explained, and linked back to the agenda or notice it came from.

📬

Relevance-Filtered Alerts

Only housing and landlord-related changes trigger an email. The first version drowned users in raw data; the filter is the product.

📝

Form-Filling Agent

Google Form based compliance steps are completed by an agent, turning a recurring chore into a review.

Project Info

Duration

01/2026 – 03/2026

Role

Agent Framework & Backend

Team Size

Team of 2

Status

Winner · Best Yutori API Project

Technologies Used

  • • Yutori computer-use API
  • • AWS Strands agent orchestration
  • • OpenAI API
  • • React front end
  • • SQL persistence
  • • Email notifications
  • • Tonic.ai, Cline

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The pitch to legal teams: precise insights from agents that read the sources for you.

Interested in This Project?

I'm always excited to discuss my projects and share insights about the development process. Feel free to reach out if you'd like to know more!

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Yuvraj Gupta

AI Engineer building multi-agent systems, production retrieval, and research that ships. San Francisco.

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📧yuvrajgupta1808@gmail.com

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