How to Run 300 AI Agents From One Prompt. 10 Workflows Most People Skip
Here is what happens every single day.
Here is what happens every single day.
Save this :)
Save this :)
Most people still use AI the way they used Google in 2010: type a query, read the answer, type the next one.A single thread you feed one item at a time.
Most people still use AI the way they used Google in 2010: type a query, read the answer, type the next one.A single thread you feed one item at a time.
But a model that can plan and call tools doesn't have to be used one item at a time. Hand it 100 PDFs and the obvious move isn't to walk through them in sequence: it's to open 100 of them at once, one reader per file, and have a coordinator stitch the readings back together. The prompt stays the same length. The work fans out behind it. You go from a single thread to a fan: one instruction in, a hundred workers spawned, one assembled deliverable out.
But a model that can plan and call tools doesn't have to be used one item at a time. Hand it 100 PDFs and the obvious move isn't to walk through them in sequence: it's to open 100 of them at once, one reader per file, and have a coordinator stitch the readings back together. The prompt stays the same length. The work fans out behind it. You go from a single thread to a fan: one instruction in, a hundred workers spawned, one assembled deliverable out.
That is the whole shift, and it is the difference between reading 100 papers over a weekend and reading them over a coffee. The rest of this is the cost math, the setup, the prompts, the repos, the workflows, and the places where this quietly falls apart.
That is the whole shift, and it is the difference between reading 100 papers over a weekend and reading them over a coffee. The rest of this is the cost math, the setup, the prompts, the repos, the workflows, and the places where this quietly falls apart.
The Real Cost Picture
The Real Cost Picture
This is where most people give up before they start. They assume running 300 agents must cost a fortune. It does not.
This is where most people give up before they start. They...