Inspiration
Materialising the ideas of creative, non-technical minds.
What it does
As a visionary, you simply talk through your idea with an agent.
Behind the scenes, a coordinated agentic development team of engineers, architects, and QA agents are led by a manager to translate your conversation into a working product. Tasks are planned, built, tested, and fixed in parallel, while you watch the system come to life in real time.
How we built it
One Call uses a team of agents powered by the Google Gemini API.
Planning User intent is translated into concrete, file-level tasks through recursive decomposition.
Parallel Execution Tasks run concurrently with shared project context, ensuring consistency across the codebase.
Live Updates Progress, task handoffs, and validation results stream in real time to a React + Vite frontend.
Validation & Auto-Fixing The system installs dependencies, runs the app, and executes tests. Failures are automatically fixed until the project runs successfully.
Challenges we ran into
- LACK OF API KEYS
- Simulating the agentic dev team so that the code it produces actually works
- LACK OF API KEYS
Accomplishments that we're proud of
- We have successfully built an MVP for our project that builds MVPs
What we learned
- Agentic AI
- That API keys are the new currency
- Sleep is optimal
What's next for One Call
- Scale it so it can handle more complex requests, such as including requests to external APIs
- Human in the loop for tasks like requesting API keys
---- UPDATE at 11:10 Sorry for the janky video! File got corrupted and we did what we could at the time.
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