The agent learns each customer's codebase one night at a time

You sell a nightly maintenance agent. Every customer has a container; every container runs the same prompt at 1am; every customer's codebase has its own quirks.

Night one, the agent in customer 17's container discovers their tests need DATABASE_URL set before the migration step, wastes forty minutes finding out, and saves that as a memory item under project customer-17, type workflow. Night two it recalls it before the first command. By night forty the project holds sixty items: the flaky job, the vendored dependency, the branch naming rule: and the run takes a third of the time.

Memory is per-project, so customer 17's lessons never surface in customer 18's recall. Tokens go through the Gateway from the AI Balance; the server underneath is flat-rate.

Night one the agent reads the codebase; night forty it remembers it.