Light Design
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Build, debug, and operate reproducible web/app data acquisition, including research dataset handoffs. Use for repeated extraction, pagination, JS-rendered or blocked sites, signed APIs, and verifiable or resumable crawlers. Route among HTTP/API, Scrapling, runtime inspection and packaged-app analysis as evidence requires; ordinary single-page lookups do not need a crawler.
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