Future Screenshot turns your startup idea into future scenarios so you can check risks before building.
used ai for frontend and backend debugging, GEMINI API is being used in backend
Hi everyone, I made this project called Future Screenshot where we can put one startup idea and see what can happen in future like success, failure, or acquisition. It gives fake but realistic things like tech article, reddit comments, twitter timeline, and glassdoor style review so founder can understand risk before making full product. I made backend in Python and frontend in simple way so it is easy to use and looks clean. This project helped me learn API, UI design, and how to think one step ahead before building anything.
Today I worked on frontend part of Future Screenshot app. I made UI clean and modern with better cards and sections for Reddit, Twitter timeline, Glassdoor, Tech article and interview. I also changed design many times as per need, like light theme Reddit style and social section on top side by side. I added loading screen overlay with progress bar, so while result is generating user can see proper status and app feels smooth. successfully hosted on vercel
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Today I worked on backend part of Future Screenshot app in Python using FastAPI. I made API route where user idea goes and Gemini gives future output in JSON format. I also handled errors properly so if model gives wrong data, app does not crash and shows clear message. I kept API key in .env file for safety and added response cleanup so output comes shorter and useful.
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