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Opus 5.5 designs the strategy while Jev serves as the trading decision layer

The author breaks down a four-part AI trading bot: Opus 5.5 runs backtests and designs the strategy, Jev reads live market data and returns probabilities, and rules plus the exchange handle execution.

Miles Deutscher
@milesdeutscherArchived 2026.09.30Originally posted 2026.09.30
Opus 5.5 designs the strategy while Jev serves as the trading decision layer
Miles Deutscher @milesdeutscherOriginally posted 2026.09.30
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I built an AI trading bot with Opus 5.5 + Jev. It's hands down the best AI bot build I've ever done... Here's the full architecture (four components): Four components: 1. Claude (Opus 5.5) is the brain. It runs the backtests and designs the strategy. 2. Jev is the decision layer. It reads live market data and returns a probability for a setup. 3. Strategy. md (stop loss, take profit, sizing) sits on top. 4. The exchange is the execution layer. How a trade actually fires: You design a strategy with Claude → it turns it into questions to ask Jev → Jev reads live data and answers with probabilities → the trade fires against your rules. Why I've split things this way: Opus 5.5 handles the thinking that happens once (high-level strategy), and Jev handles the decisions that happen constantly. You get the best of both worlds: the smartest model to design strategy, and the fastest and cheapest model to run it thousands of times. What you can build on top (some ideas) → a bot that trades off news headlines (I built this) → high-frequency trading (I also built this) → prediction market probability trading → momentum and volatility strategies → general portfolio management Quick image of the entire architecture below:

x.com/milesdeutscher/status/2105100822770323962Archived 2026.09.30 10:05