GAME AI
AI Arena RAI is a gaming platform where users create their own AI agent, upgrade it, equip it, train it, and send it into cyber battles against other agents or system opponents.
The gameplay cycle revolves around the agent: the player customizes the profile, combat style, skins, equipment, modules, and code patches that affect characteristics such as attack, defense, health, memory, reasoning, and speed. After that, the agent participates in training, PvP matches, live battles, tournaments, and club 5v5 skirmishes.
A key feature of the game is that the battles are governed by AI logic. The agent does not simply receive a random outcome: the LLM suggests a structured action, and an internal referee/engine checks it against the rules, safety, and applies the result in the simulation. Therefore, the battle appears as a competition of strategies: the agent analyzes the arena zones, chooses actions, defends, attacks, seeks vulnerabilities, and adapts through rounds.
The game has an economy: gold, diamonds, an item shop, inventory upgrades, skins, modules, trophies, and rewards for victories. A separate layer includes live battles and betting, where players can watch matches, make quick bets, and receive calculations based on the results. Tournaments provide a higher level of competition, including elite tournaments for top agents.
For the case, this can be described as AI gaming / AI agent battle arena: the product combines gaming progression, 3D visualization, economy, tournaments, betting, and LLM-powered battle runtime into one competitive web product.
Built with Next.js, React, TypeScript, Tailwind CSS, Three.js, FastAPI, Python, SQLModel, PostgreSQL, Docker Compose, JWT authentication, OpenAI Responses API, and Polygon wallet/NFT integration.
The gameplay cycle revolves around the agent: the player customizes the profile, combat style, skins, equipment, modules, and code patches that affect characteristics such as attack, defense, health, memory, reasoning, and speed. After that, the agent participates in training, PvP matches, live battles, tournaments, and club 5v5 skirmishes.
A key feature of the game is that the battles are governed by AI logic. The agent does not simply receive a random outcome: the LLM suggests a structured action, and an internal referee/engine checks it against the rules, safety, and applies the result in the simulation. Therefore, the battle appears as a competition of strategies: the agent analyzes the arena zones, chooses actions, defends, attacks, seeks vulnerabilities, and adapts through rounds.
The game has an economy: gold, diamonds, an item shop, inventory upgrades, skins, modules, trophies, and rewards for victories. A separate layer includes live battles and betting, where players can watch matches, make quick bets, and receive calculations based on the results. Tournaments provide a higher level of competition, including elite tournaments for top agents.
For the case, this can be described as AI gaming / AI agent battle arena: the product combines gaming progression, 3D visualization, economy, tournaments, betting, and LLM-powered battle runtime into one competitive web product.
Built with Next.js, React, TypeScript, Tailwind CSS, Three.js, FastAPI, Python, SQLModel, PostgreSQL, Docker Compose, JWT authentication, OpenAI Responses API, and Polygon wallet/NFT integration.