A robust system for generating weekly reports separates the scheduling, data provision, and HTML-to-PDF rendering processes into distinct, independently manageable boundaries. This architectural approach ensures that template ownership can be flexible, whether managed by developers, a design team, or customers, without creating deployment bottlenecks. The design prioritizes idempotent job execution and clear contract definitions between the report data source, the template renderer, and the PDF conversion service.
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