Расходы, доступ и восстановление
Сколько стоит задание, к чему имеет доступ исполнитель и что делать, если запуск сорвался.
DSHREM robustness audit, October 2026
Six defects found in cancellation, retry, fallback and cost accounting. One money bug is fixed and covered by tests; five remain open with exact locations.
runbook · ENRecovery after a failed, stuck or uncertain run
No automatic paid retries, an uncertain task blocks further spend, and reconcile never resends inference. The exact commands to get unstuck.
Guide · ENPermissions and data flow
What leaves your machine, what stays local, and which actions need an explicit human decision — including the licence question people skip.
Guide · ENRunning a Tvijo pilot and measuring the benefit
A pilot that can be judged: one workflow, one acceptance check, four numbers per week, and exit criteria agreed before the first task.
Guide · ENCosts, budgets and limits
Every task has a cap, every attempt is counted, and an unknown cost is shown as unknown. The arithmetic behind the receipt.