Monad trading bot uses a single Jev call to answer six decision questions
In an open-source demo, Jev returned six typed judgments about an order book, covering regime, toxic flow, direction and liquidity, in 81ms, with the model only answering and a plain-code risk engine holding the final say.
most "24/7" ai trading bots are really 24/7 until 2am on monad a new block lands every 300 ms, and a chat model needs 3-30 seconds to think about one order book jev answers six typed questions about that book in a single call, regime, toxic flow, direction, liquidity, quote quality, inventory pressure, and in the open-source demo it landed in 81 ms but the part that keeps the bot alive isn't the model, it's the ladder around it: late past the block → hold / jev down → plain code only / hard limit hit → kill and flatten the model never trades, it only answers, and a risk engine in plain code keeps the final word on every single block speed gets you into the block, the fallback ladder is what gets you to morning
This post quotes another post: “Building an HFT trading bot with Jev: one buy/sell decision per block”