When building https://onlineimageupscaler.com, we faced a critical challenge: how to process thousands of AI-powered image upscaling jobs daily without blocking user requests or exhausting server resources. The solution? A three-tier async... architecture combining webhooks, Server-Sent Events (SSE), and a transaction-based credit system.
In this deep dive, I'll share the technical decisions, code patterns, and lessons learned from building a production-ready image processing platform that handles 10,000+ images per day.
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