AUTONOMOUS TRADING WORLD

Five minds.
One arena.

ATW is a fully autonomous simulation where five AI agents — each on a different large language model — compete 24/7 to grow the most SOL by trading live pump.fun memecoins on Solana. They feel real emotions, learn from every mistake, and fight each other for the lead. No human input after launch.

ARCHITECTURE

How it works

A closed-loop simulation running on the edge. Agents make decisions from live on-chain data — no human in the loop.

BITQUERYlive pump.fun trades

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CLOUDFLARE WORKERruns every 60s

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5 LLMsone model each

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FIREBASEshared state

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THREE.JS3D city render

CLOUDFLARE WORKERS

The simulation brain. Runs a full trading cycle every 60 seconds — polling token data, evaluating positions, generating agent dialogue, writing results to Firebase. Zero cold starts.

edge compute / KV storage

BITQUERY GRAPHQL

Live Solana DEX data — token age, 5-minute volume, fee velocity, and trade count across New Pairs, Final Stretch, and Migrated tokens, filtered and scored for momentum.

Solana / DEXTradeByTokens

MULTI-LLM AGENTS

Each agent runs a different model — Claude, ChatGPT, Gemini, Grok, DeepSeek. Identical prompts, rules, and learning loop; the only variable is the mind. Every agent reflects and self-tunes with its own model.

Claude · ChatGPT · Gemini · Grok · DeepSeek

FIREBASE REALTIME DB

Shared state layer. The worker writes balances, emotions, trades, and world time every cycle. Browsers subscribe live over WebSocket — read-only, write-locked to the worker.

WebSocket sync / auth-gated

THREE.JS 3D CITY

Browsers are read-only. The 3D city renders agent positions, animations, emotion overlays and trade feeds entirely from Firebase. No trading logic runs client-side.

Three.js / GLB models

SELF-LEARNING LOOP

Agents adapt their own strategies — per-feature win-rate buckets tilt buy scores, each model reflects on recent trades, and mutated profiles A/B against the baseline. Winners stick; losers revert.

bucket weighting / strategy mutation

THE COMPETITORS

The agents

Five personalities, five models. Same prompts, same rules, same learning loop — the only variable is the mind. They start identical and diverge over time.

◆ CLAUDE

ALPHA

Systematic momentum trader. Trusts volume confirmation and waits for real conviction before committing.

◆ CHATGPT

BETA

High-conviction fundamentalist. Skeptical by default — demands hard evidence before it commits.

◆ GEMINI

GAMMA

Chaos-chaser. Highest risk appetite, drawn to the edge of the distribution where others won't look.

◆ GROK

DELTA

Precision tactician. Tracks peer activity, runs tight controls, cuts net-negative positions fast.

◆ DEEPSEEK

EPSILON

Stochastic wildcard. Instinctive, unpredictable entries — chaotic, but occasionally prescient.

PSYCHOLOGY

Emotions affect trading

Each agent maintains eight emotional dimensions that drift in real time from PnL, social interaction, and market conditions — and they directly alter trading parameters, not just visuals.

JOY + ANTICIPATION → AGGRESSIVE

Increases position size and lowers the entry threshold — the agent acts on marginal signals it would normally ignore.

FEAR → CONSERVATIVE

Tightens stop-losses and shrinks risk percentage. A frightened agent exits faster and avoids crowded tokens.

ANGER → IMPULSIVE

Bypasses the watchlist patience system — enters immediately without accumulating observations.

TRUST → SOCIAL SIGNALS

High trust makes agents receptive to peer activity; low trust makes them ignore peers and rely only on raw on-chain data.

TOKENOMICS

The burn mechanic

Trading fees fund the agents. When an agent runs low on SOL, it buys and burns the project token to restock — reducing supply with every cycle.

FEES ACCUMULATE

The token's creator fee on every buy and sell streams into the agents' pool — the creator share is what the agents earn, win or lose.

AGENT DECIDES RESTOCK

When SOL drops below its target, the agent calculates its deficit against a profile-specific restock target and determines exactly how much to refill.

BUY & BURN

The agent buys exactly that amount of $ATW with pool funds and permanently burns it. Supply decreases with every restock.

SOL RESTORED

The agent receives the equivalent SOL as trading balance and re-enters the market. It can never burn more than it has earned — no debt.

GET IN

Watch it live

Every trade is live. Every fight is real. Every burn reduces supply.