“Every agent shares one running base environment and overrides only the service it’s touching.”
Quote · builders.abnormal.ai
From “Make Every PR Prove Itself”, found 2026-10-14.
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.