Lessons
1Persist the task, not just the conversation35 min read
Build a recovery record with enough information to continue safely.
- →Restore a task from explicit persisted state
2Budgets are part of control flow35 min read
Compute and enforce a budget before the next model or tool call.
- →Enforce cost and time budgets for the next action
- →Reserve and settle shared resources once per worker execution
- →Report incomplete evidence without claiming task completion
3Parallel work needs independent ownership35 min read
Split a task so worker outputs can be merged and checked.
- →Merge independent worker results without losing provenance
4Resume approval without changing its meaning35 min read
Bind approval to a concrete action and detect stale approval.
- →Resume an approved action against current state
Skills in this course
- 01Restore a task from explicit persisted stateRestore a task from explicit persisted state.
- 02Enforce cost and time budgets for the next actionEnforce cost and time budgets for the next action.
- 03Merge independent worker results without losing provenanceMerge independent worker results without losing provenance.
- 04Resume an approved action against current stateResume an approved action against current state.
- 05Reserve and settle shared resources once per worker executionReserve and settle shared resources once per worker execution.
- 06Report incomplete evidence without claiming task completionReport incomplete evidence without claiming task completion.