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Waypoint

Frontiers Hackathon (Google DeepMind) · March 2026 · 3rd Place ($1,000)

An autonomous agent that turns a plain-English instruction into a repeatable browser workflow, then hands you a shareable one-click "manual" that needs no code to run.

  • Python
  • FastAPI
  • Playwright
  • Gemini API
  • React
  • Vite

What it does

You describe a task in natural language; Waypoint drives a real browser to complete it and turns the run into a shareable, zero-code "manual" anyone can replay with one click.

How it's built

  • Playwright for browser control, with the Gemini API translating instructions into executable steps.
  • FastAPI backend and a React/Vite frontend.
  • Deployed live on Render, with session logging and screenshot capture.

Placed 3rd at the Frontiers Hackathon, hosted with Google DeepMind.