How to Control Storage Costs in Node.js Notification Services Using Smarter Error Capture

A Node.js notification service using Postgres cron workers can generate excessive storage costs when retry attempts for failed push jobs are each logged as separate failure records. The core issue is that a single failed delivery retried multiple times produces multiple near-identical records, inflating storage bills without adding meaningful business insight. Developers are advised to separate logical job records, individual attempt details, and terminal outcomes into distinct evidence classes with different retention windows. Attempt-level detail should be kept briefly and sampled for successes, while terminal failure records must always be retained and tied to the durable state transition that marks a job as exhausted. Cost attribution should be grouped by tenant and media publication rather than by queue implementation or worker hostname to accurately reflect business ownership.