“Every agent shares one running base environment and overrides only the service it’s touching.”

— Michel Chatmajian, Abnormal AI · Share one environment, override one service

Quote · builders.abnormal.ai

From “Make Every PR Prove Itself”, found 2026-10-14.

Take

At 200+ agent PRs a day, a full environment per branch was too expensive. Each testbox overrides only the service under change and gets private copies of the datastores it declares.