During Agent OS's first week, Binance reported that average users made more than 800 requests in a single day.

Nobody types 800 messages. A number like that reflects delegated work: monitoring loops and routine checks a person set up and then left an agent to run. It says a good deal about how people are starting to use AI trading agents.

Nobody Types 800 Messages

Trading has always handed some tasks to machines. Standing orders, recurring buys and price alerts each delegate one narrow job. Agents change the unit of delegation, from a single fixed rule to a workflow that reads data, compares it and prepares a decision.

The sheer number of things traders now watch makes that change hard to avoid. Polymarket and Kalshi alone can list over 100,000 active markets , which CNBC noted is far more than one trader can juggle, and one full-time prediction-market trader told the outlet he uses Claude to scan his newsletters and Discord servers for trade ideas.…