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Optional error reporting helps operators identify failed commands, delayed jobs and Assistant delivery problems. Operators can opt in to Sentry reporting to investigate failures across the dashboard, commands and background work. Reports exclude message content, prompts, moderation reasons and member identities. Queue health distinguishes overdue work from future reminders, and Assistant diagnostics distinguish a delivered reply from a later recording failure. Optional product analytics record completed setup, module configuration changes and warning use without member profiles. Self-hosted exports remain off by default.