One moved commitment can break the whole week.
A midterm moves from Friday to Wednesday. The interview buffer disappears, study capacity no longer fits, and a team deliverable is suddenly at risk. Calendars show that conflict. Dira repairs it.
It only takes actions already permitted by the people and policies in the plan, then verifies the changed world before calling the repair complete.
A professor email moved the midterm forward 48 hours. Dira re-derived the plan: rebooked the interview (surviving a 409 on the first slot), delegated sponsor-deck QA to the backup owner, reclaimed two personal blocks, and rebuilt the study plan — all policy-gated, ledgered, and independently verified. Open the flight recorder →
Runtime note: this overview is always the reproducible deterministic reference. Production credentials are configured for this deployment; the Interventions page verifies live Cloud Run connectivity per run and labels the boundary. Reproduce the reference with make demo-replay.