The session fills up, and the test migration carries straight on.
Step 1 of 4: The start
The job carries on past context limits.
When context runs out, the job is handed on so a new session or model carries on.
Long-running tasks. It runs Automatically, near context limits and on resume.
The next session starts mid-task.
A new session begins with the goal, the progress and the settled decisions, so its first hour goes on the work itself.
Step 1 of 3: The limit
The context limit arrives halfway through a folder.
Three days, two models, one migration.
A long job can outlast many sessions. Each one picks up where the last stopped, and the job reads as one piece of work from start to finish.
Step 1 of 4: Monday
Monday morning: the first session starts the migration.
Only what the work needs goes across.
The handover carries the goal, the progress, the decisions and what is still open. The full conversation stays where it was, and credentials stay behind.
Step 1 of 4: The goal
The goal goes across: every test on the new framework.
Carries long work to the finish.
Work that spans days, sessions and agents stays one job, with every step recorded and a checked finish.
- Long work becomes one tracked jobA job that takes a week still reads as one job, whoever picks it up.
- Every step recorded, with result and costEach meaningful step is recorded with its result, receipts and cost.
- The job carries on past context limitsWhen context runs out, the job is handed on so a new session or model carries on.
- Safe points to resume fromLong work never has to start again from the beginning.
- Back to a safe point after a failureAfter a failure, the job resumes from its last safe point.
- A checked finish, with the outcome recordedA job finishes with a final check, and its outcome teaches the work behind it.
- Where a job stands, before anyone actsAny agent can see exactly where a job stands before it acts.
- Every job, including those ready to resumeEvery paused job is visible and ready to resume, so nothing is left half done and forgotten.
- A finished job removed, with what it linkedA finished or abandoned job is removed, with everything linked to it.
See it on your own work.
From your own assistant to every agent your company runs, a pilot puts Duplex on your own work, with the measures agreed before it begins.