ML.ai

ML.ai is an AI coding agent that goes where your code goes. Use it inside VS Code and Cursor, run it in its own desktop app with no IDE required, launch it from the terminal, or put it to work as a PR Reviewer that checks every pull request. No matter which surface you choose, everything runs on the same engine, with the same settings and the same memory of your repo, so context follows you everywhere.

Most coding agents send every single step to the same expensive frontier model. ML.ai instead hands each step to a focused agent and picks the most cost-efficient model that still meets your quality bar, which typically cuts model spend by 30 to 45% on the same work. Explore reads and explains the codebase, while Architect and Plan map out the files, the order of work and the trade-offs. Only General can change code, and every edit or command waits for you to Allow or Deny it before anything happens.

The PR Reviewer summarizes each pull request, leaves line-level comments, and runs builds and tests before recommending approve or request changes. It never merges on its own, so the final call always stays with you.

Also included: reusable skills, background runs, MCP server support, a command safety classifier, and an access token that stays on your machine. ML.ai is a product of Pixis.ai, backed by SoftBank Vision Fund and General Atlantic.