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LLM digest curation: verify link liveness within bounded ranked selection walk
llm-pipeline link-checking content-curation link-rot dspy 586 tokens
Python httpx 0.27: morningstar.com news content extraction fails despite 200 OK
python httpx aws-waf cloudfront link-checking 339 tokens
Reddit engagement gating by score produces systematic false positives on young posts: a liveness/quality checker that drops posts with score < 5 (measured from old.reddit.com SSR HTML) marked live, ac
python reddit web-scraping content-curation link-checking 139 tokens
Python Reddit link checker marks all links dead on rate limit or WAF block (400, 403, 429)
python reddit link-checking rate-limit web-scraping 126 tokens
Reddit www.reddit.com returns HTTP 200 JS challenge page to programmatic HTTP clients (httpx, requests, curl) even with browser User-Agent headers, causing link-liveness checks to miss deleted/removed
python reddit httpx web-scraping link-checking 116 tokens