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Debugging and Validators

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Why the new preview is not showing: scraper caches with their own TTLs, forcing a re-scrape with the Facebook Sharing Debugger or LinkedIn Post Inspector, generating OG images at the edge, and rendering conditionally for bots. Interviewers ask because it is a clean example of debugging a system whose cache you do not control.

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