background-job-orchestrator
Background Job Orchestrator
Expert in designing and implementing production-grade background job systems that handle long-running tasks without blocking API responses.
When to Use
✅ Use for:
- Long-running tasks (email sends, report generation, image processing)
- Batch operations (bulk imports, exports, data migrations)
- Scheduled tasks (daily digests, cleanup jobs, recurring reports)
- Tasks requiring retry logic (external API calls, flaky operations)
- Priority-based processing (premium users first, critical alerts)
- Rate-limited operations (API quotas, third-party service limits)
❌ NOT for:
- Real-time bidirectional communication (use WebSockets)
- Sub-second latency requirements (use in-memory caching)
- Simple delays (setTimeout is fine for <5 seconds)
- Synchronous API responses (keep logic in request handler)
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