auth() returns the identity client, orgs() the organizations client. Every job, dataset and analysis belongs to an organization, today your personal one; the API accepts an org on a job or a publish, but the SDK and CLI do not name one yet.
auth.status
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- Python
user_id, email, and key with id, label, created_at and last_used_at. The key’s secret is never returned, and last_used_at is always null today.orgs.list, orgs.get
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Quota and usage
quota is nine ceilings, each the value the platform administrator set or the fleet default; only the administrator’s dashboard sets them, never a key or the SDK.
max_queued_trials: the one that refuses. A job whose trials would not fit is refused withquota_exceeded.max_concurrent_trials,max_concurrent_imports,max_concurrent_analyses(trace analyses and task checks under one count): work beyond them waits.monthly_budget_usd: model spend allowed per UTC calendar month; a trial it refuses settlesBUDGETwithteam:in its message. Null means no monthly budget.max_concurrent_sandboxes_e2b,_daytona,_modal: the organization’s sandboxes in flight per provider, trials, analyses, regrade verifiers and managed sessions together; work beyond one waits, and an organization with no value of its own reads the platform’s fleet ceiling.max_concurrent_sessions: managed-agent sessions open at once; recorded, not yet enforced.
0 pauses that kind of work: creates are refused at max_queued_trials 0, work waits at 0 on the concurrency ceilings, and monthly_budget_usd 0 pauses all model spend for the month.
usage is the live load: in_flight_trials, queued_trials, in_flight_imports, in_flight_analyses, active_sessions (always 0 on a shared organization), and month_spend_usd with month_spend_as_of, the month-to-date model spend as of that time (UTC calendar month, reset on the 1st); it may lag by a few minutes. It is null, never 0, when no reading is held; evolve auth org show prints unavailable then.