Most AI trading bots give one model all the jobs

So I split it into a crew Opus 5.5 reads the market and writes the plan Astra 6 builds the code and tests it plain code places the order and holds the stop at -1.2% every 5 min candle gets a score from 0 to 1 under 0.60 it

AidanOct 210

Everyone is posting Opus 5.5 + Jev.

Few explain what Jev actually is. It's not another chatbot. It never writes a sentence. You send it a question with the possible answers defined in advance. It sends back a typed decision, a probability and a confidence score. That's the

werdenOct 25

This is my quantitized Qwen3.8 Flash Next 2.6bpw using specialized engine for EXL3 compression, inspired from Strata.

Running on single RTX 3090 and 64GB RAM. I got like 60-70 tok/s and 2,100 tok/s prefill peak with 256k context. Its been running like 3-4 hour with Eiffel Tower

lackonendesOct 2

Same bug. same model. same prompt.

One finished in 4:35. one took 18:20. guess what the difference was. same flaky test took opus 18 minutes and two questions to me. with jev it took 4:35 and it never stopped once. all it took was these 6 lines in CLAUDE.md. [with jev

rodonOct 23