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weborbit1980

@weborbit1980

Joined August 9th, 2026

  • 15Devlogs
  • 2Projects
  • 2Ships
  • 22Votes
Just a student building cool stuff with code ⚡

AI • Web • Game Dev
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37m 30s logged

#5 - Made Some Changes in UI

My project got rejected due to heavy use of AI in UI. Therefore, i have made some changes in UI of notes and calculator app.

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Fruit OS

I made fruit OS, a web based desktop environment where you can open and move different windows around. I added a Notes app with multiple notes and session storage, a calculator, and a live clock. The hardest part was getting the draggable windows and state management to work properly without everything breaking. I am most proud of making it feel like an actual desktop rather than just a nomral webpage. I also added features like the Notes app and calculator that were not part of the basic guide

Try project → See source code →
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1h 18m 51s logged

#4 - Successfully Completed the Fruit OS

I have built two apps, one is notes and another is calculator.

Notes: It uses session storage.

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53m 55s logged

#3 - Completed building Clock

Today, I have completed building the clock and background part. It was not much hard.

Challenges: Updating time, applying glassmorphism.

Next: Building apps.

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1h 25m 41s logged

#2 - Completed Welcome Page

Today, I have completed building welcome page. While building welcome page, I have lots of challenges.

Challenges: To find alphabets of fruits. I have used photopea and mask the background with alphabets.

Learnings: I have learned basics of photo editing on photopea.

Next: I will start building the actual web OS.

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20m 15s logged

#1 - Starting Fruit OS
Today I have started working on Fruit OS, a small experimental OS project with fruit themed project.

Right now I am setting the project structure and building the first UI component

Next: Building the welcome page.

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15m 7s logged

Fixed a bug inside my impossible level
Bug: My AI got stuck on “AI is thinking…”
Cause: I used grid instead of grids.Therefore, JS threw a reference error that grid is not defined and this error was stopping the function.
Fix: I have replaced grid with grids.
Lesson: When something appears stuck or not working as intended then check browser console first.

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I built a Tic-Tac-Toe game with 4 different AI bots, each with its own difficulty level.

The most challenging parts were building the Minimax AI and the reinforcement learning-based AI. I also spent a lot of time fixing bugs and handling different edge cases.

The game has different levels, starting with an easy bot that makes random moves and going all the way to an impossible bot trained using reinforcement learning.

Through this project, I learned a lot about reinforcement learning and solving problems with minimal use of external AI.

It was a fun project to build, and now it’s finally ready to be shipped!

  • 6 devlogs
  • 12h
  • 13.88x multiplier
  • 167 Stardust
Try project → See source code →
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2h 9m 2s logged

Completed the Impossible Level
Finally finished the impossible level using Q-learning. The bot learns from thousands of games and uses the trained Q-table to decide its moves instead of following fixed rules.
And with that, the Tic Tac Toe AI journey is complete. I started with simpler random moves and gradually moved to rule-based AI, Minimax and finally reinforcement learning.
Now it’s time to upload the project.

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31m 39s logged

Hard Level is finally completed
I have upgraded the Tic-Tac-Toe AI from rule based decisions to Minimax. Instead of only looking at current board, the bot now stimulates possible future moves, considers how the player could respond, and chooses the move with the best possible outcome.
**Next: Impossible Mode (Reinforcement Learning)

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3h 13m 36s logged

Finished the Medium Level bot

I manually built the bot’s decision making logic. It can now look for winning move, block opponents winning move, prioritize the center and corner and fallback to a random move when there is no better option.

Next: Hard Level (Minimax)

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1h 20m 23s logged

🤖Easy Mode is now complete!

The bot makes random moves, with win and draw detection working properly.

Next up: Medium Mode — making the bot actually think. 🧠

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1h 56m 9s logged

Added a Bot Selection area to the game!

Players can now choose different AI difficulty levels — from random moves to an unbeatable Minimax AI.

Next up: making each bot smarter 🚀

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2h 52m 29s logged

Tic Tac Toe — Entrance Screen

I started building my tic-tac-toe game.

I created a responsive screen with full-screen background, glass-style card, title and play button.

Next: I will build the bot selection screen

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