A 50-agent trading system lets only agent #50 pass a single state to Jev
The trading system compresses the output of 49 specialist agents into one structured state and hands it to Jev 1.13, which returns BUY, SELL or HOLD.

I BUILT 50 AGENTS. JEV DOESN’T GET TO HEAR 49 OF THEM That sounds like a terrible way to build an AI trading system. Until you see what happens when every agent gets a voice in the final decision. One flags momentum. Another sees thin liquidity. A third catches a widening spread. Some signals overlap; others contradict each other. Passing all of that straight to the model doesn’t create a smarter decision. It creates a louder input. So Agent #50 does the uncomfortable part first: it turns 49 specialist outputs into one structured state. What Jev 1.13 receives isn’t a swarm arguing in prose. It’s a bounded snapshot: the relevant signals, the conflicts that survived synthesis, and the constraints that matter to the next choice. Then Jev chooses BUY, SELL, or HOLD. The execution gate is a separate step. The interesting question isn’t “How many agents can I run?” It’s “What information deserves to survive the handoff?” I unpacked that handoff in the article below.
This post quotes another post: x.com/lostinazeroy/status/2103786949580345507