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Limits

Chat-backed commands (ask, exec, ask-batch, wait) are limited per machine to 10 per rolling minute and 100 per rolling hour; a trip exits 1 with a wait hint. The backend can’t yet serve many concurrent research turns — use ask-batch, not your own loop. Direct commands aren’t limited. All commands are free today; cost_usd fields report for observability only.

Exit codes

Errors

With a TTY and no credential you get the sign-in picker, not an error. Freshness caveats (index_latest_pub_month) are on Searching the corpus.