How the learning happens
- Agents record learnings as they work: what succeeded, and the preferences you corrected them on.
- Every 10 runs or 7 days, an agent reviews its recent work and pulls out what to keep doing.
- Learnings have a scope: kept to one agent, shared with a project, a department, or the whole workspace. A lesson one agent learns can lift the whole team.
Agents can plan their own schedule
Ask in chat and an agent will schedule itself (“I will run every Monday at 9”) or set up another agent to cover a gap. New agents are only ever created with your yes.Why this matters
This is the difference between a tool and a teammate. A tool does the same thing every time. An Orbit agent remembers the win, the correction, and the preference, and applies it next time, so your company’s know-how compounds in the Brain rather than living in your head.How shared memory works
The one Brain every agent reads and writes to.

