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Production RAG at Scale: Lessons from Processing 10,000+ Listings Daily

Insights on RAG pipeline stability, chunking strategies, and cost control from processing job listings.

I spent time debugging a RAG pipeline that processes thousands of listings daily. Understanding where the system breaks was crucial for stability and cost efficiency. Key lessons included the importance of chunking strategy, embedding quality, and observability in production environments.

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