Technology

4 brains.
One signal.

Each brain is a specialist. Together they see angles no single AI model can.

Brain 01
BRAIN 01 / 04
👁
Reader
Scrapes the entire Kalshi market page in real time. Captures every data point visible to a human trader — and some they would miss.
DOM INTELLIGENCE
What Reader Captures
  • Current YES and NO prices and spreads
  • Full orderbook depth — how much money is on each side
  • Recent trade flow — who is buying and selling
  • All public comments on the market page
  • Market title, category, and time remaining
  • Historical chart data and recent price movement
Technologies Used
Chrome DOM API MutationObserver Kalshi REST API RSA-PSS Auth
Brain 02
What Spy Detects
  • Same event price on Polymarket vs Kalshi
  • Price gaps over 10% flagged as potential edge
  • Gaps over 20% flagged as strong arbitrage signal
  • Bookmaker consensus for sports markets
  • News sentiment from Google News and Reddit
  • DuckDuckGo and Brave search for recent events
Technologies Used
Polymarket API The Odds API Google News RSS DuckDuckGo
BRAIN 02 / 04
🔍
Spy
Compares Kalshi vs Polymarket on the same event. When prices diverge significantly — that gap is mathematical edge, not guesswork.
ARBITRAGE DETECTION
Brain 03
BRAIN 03 / 04
🧠
Researcher
Hits 15 real-time sources simultaneously. Finds context, news, and facts that the market has not yet priced in.
WEB INTELLIGENCE
15 Live Data Sources
  • DuckDuckGo — general web search
  • Wikipedia — factual background context
  • Google News RSS — breaking news in real time
  • Reddit — community sentiment and insider info
  • Brave Search — independent web index
  • CoinGecko — crypto price data
  • Alternative.me Fear & Greed Index
  • Binance — spot and futures data
  • Polymarket — cross-platform consensus
  • Plus 6 more specialized sources by category
Brain 04
How Judge Decides
  • Receives structured output from all 3 brains
  • Runs Groq AI reasoning with llama-3.3-70b-versatile
  • Applies weighted ensemble scoring
  • Calculates true probability estimate
  • Computes expected value: (prob × payout) - cost
  • Applies Kelly Criterion for position sizing
  • Issues final BUY YES / BUY NO / HOLD with confidence
Guardrails
  • Blocks signals below 55% confidence — shows HOLD instead
  • Warns when market closes in under 1 hour
  • Requires at least 2 of 3 brains to agree
BRAIN 04 / 04
⚖️
Judge
The final decision engine. Weighs all brain outputs, applies Groq AI reasoning, and calculates the mathematically optimal bet.
FINAL VERDICT
Judge Weights

How Judge weights each brain.

Weighted Ensemble Scoring

Each brain contributes to the final signal based on its reliability for that market type.

30%
Reader — Page data
40%
Spy — Arbitrage gap
20%
Researcher — Web intel
10%
Groq AI — Reasoning
Data Sources

15+ real-time sources.

🔍
DuckDuckGo
Web Search
📖
Wikipedia
Facts
📰
Google News
Breaking News
💬
Reddit
Community
🦁
Brave Search
Web Index
🪙
CoinGecko
Crypto Prices
😨
Fear & Greed
Crypto Sentiment
📈
Binance
Futures Data
🌐
Polymarket
Cross-Platform
🏆
The Odds API
Sports Books
🤖
Groq AI
LLM Reasoning
📊
Kalshi API
Market Data

See it in action.

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