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Upstash Workflow implementation guide. Use when creating async workflows with QStash, implementing fan-out patterns, or building 3-layer workflow architecture…
Upstash Workflow Implementation Guide Standard patterns for implementing Upstash Workflow + QStash async workflows in the LobeHub codebase. 🎯 The Three Core Patterns Every workflow in LobeHub combines these three patterns. They exist because the platform constrains you in three ways: rate limits make blind fan-out dangerous, step limits cap a single workflow's size, and idempotency demands that retries don't double-process. 🔍 Dry-Run Mode — get statistics without triggering actual execution 🌟 Fan-Out Pattern — split large batches into smaller chunks for parallel processing 🎯 Single Task Execution — each workflow execution processes exactly ONE item Architecture Overview All workflows follow the same 3-layer architecture:
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