Inspiration
Flip, Set & Math was designed and developed as part of Bookoora Games to make learning and problem-solving engaging for both students and adults. The idea came from combining two classic puzzle genres—word formation and math equations—into one strategic, fast-paced gameboard where players compete against AI. It aims to boost language, logic, and numerical reasoning in a fun, competitive environment that blurs the line between learning and play.
What it does
Flip, Set & Math challenges players to form valid English words and mathematical equations from a shared set of tiles (flippable front and back) within a timed round. Each correct entry earns points, with bonuses for creativity and difficulty (longer words, harder mathematical expressions).
Players compete against an AI opponent across 10 rounds that typically last 10 minutes—perfect for quick gaming or classroom sessions. As players progress, they can unlock advanced AI challengers, including connected LLMs such as ChatGPT or DeepSeek, which generate their own words or math expressions and explain their history or meaning in real time. Scores can be submitted to a global leaderboard for players to compare performance and progress.
Bookoora Games has a kid-friendly option toggle, where if enabled, the AI in Flip, Set & Math will do its best not to create expletive or vulgar words as part of its tile selection.
How we built it
The game was developed primarily with Python on the backend, supported by Next.js and React for the frontend experience. The architecture integrates real-time gameplay logic with AI APIs to handle opponent moves, scoring, and word or equation validation.
We focused on clean UI design and responsive performance to ensure smooth gameplay across web and mobile browsers. The intelligent scoring and AI-word-generation logic were refined through multiple iterations and user testing sessions to balance fairness, difficulty, and replayability.
Challenges we ran into
One of the biggest challenges was merging two distinct rule systems—word validation and mathematical equation parsing—on a single board. We needed to design algorithms that understood both linguistic and numerical syntax simultaneously.
We also made each tile flippable, so that you have a wider and broader range of tiles to choose from without sacrificing the real estate of the gameboard, scoreboard and game options on-screen (on both mobile and desktop).
Integrating external AI opponents while keeping response times fast and game balance consistent was another technical hurdle. We also invested time in refining the user interface so that math-focused players wouldn’t feel lost in the word mechanics, and vice versa.
Accomplishments that we're proud of
Successfully creating a unique hybrid puzzle that combines both word and math challenges.
Building a functional AI opponent that feels responsive, competitive, and educational. When the AI is stuck or thinking, it'll make 'hmm' or 'umm' to simulate a believable, thinking opponent.
Integrating LLM-based AI models that add meaningful reasoning behind their moves, enhancing the educational value. Getting the AI to understand math equations, understanding what's currently on the board and having it create realistic mathematical equations besides longer words are truly quite an achievement.
Launching a global leaderboard system where players can measure their progress against others around the world. Incorporating a kid-friendly option where if enabled, the AI will not create vulgar or expletive word as part of its tile selection.
Designing a 10-minute gameplay loop that’s both intellectually stimulating and easy to pick up.
What we learned
Developing Flip, Set & Math taught us how AI interaction can meaningfully elevate puzzle design. We learned to balance cognitive challenge and usability, and how to implement adaptive gameplay where the AI adjusts based on the user’s performance.
It also deepened our understanding of how hybrid learning games can help bridge gaps between literacy and numeracy skills in an entertaining context.
The challenge for us now is really getting a game like Flip, Set & Math marketed and attempted by students and adults all over the world. It is truly a cerebral experience, especially when you're trying to beat both an AI opponent and a timer. We hope it can be something everyone can enjoy as it really gets your brain juices flowing.
What's next for Flip, Set & Math
Next, we plan to:
Introduce multiplayer modes so friends can challenge each other live.
Expand AI opponent options beyond current LLMs for richer educational feedback.
Develop mobile-native versions with gamified progress tracking and achievements.
Add classroom and team-play features for educators to use in learning environments.
The goal is to make Flip, Set & Math a staple for both quick mental workouts and AI-assisted learning experiences across the world.
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