Use cases

What people actually hand to ML.ai Code.

One job, backed by a real agent behavior already shipping in the product: which agent handles it, how the run actually goes, and a worked example you can picture running yourself.

general + architect

Build

Hand ML.ai Code a feature description and it reads the repo, writes the change across every file it touches, and stops before anything saves so you can see the real diff first.

See how it works

Try ML.ai Code today, or talk to us about what is next.

Install the editor agent on your own machine, or book a call to talk through your team's workloads.

Install Book a call