Pipeline and Workflow

stateDiagram-v2 [*] --> ProductSynced ProductSynced --> TargetCreated TargetCreated --> DiscoveryQueued DiscoveryQueued --> CandidateFound CandidateFound --> AutoConfirmed: score >= 85 CandidateFound --> ReviewPending: score 60..84 CandidateFound --> Rejected: score < 60 AutoConfirmed --> ScrapeQueued ReviewPending --> AutoConfirmed: approved ScrapeQueued --> ObservationStored ObservationStored --> AlertEvaluated AlertEvaluated --> WebhookDelivered

The scheduler selects due targets, dispatches scraping jobs, and updates next_check_at through adaptive backoff.

Idempotency

Jobs should be safe to retry. Persisted observations, match status, and fetch logs make repeated work detectable.

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