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Crawler plus Jev reads 1,860 pages nightly and cuts a bill by $81

A crawler reads docs for 37 tools, Jev answers 8 yes/no/score questions per page to drop 1,791 of them, Grok 4.7 reads only what changed and Claude writes the fix, cutting the monthly bill from $212 to $131.

RazeDen
@razeden0Archived 24 days agoOriginally posted 2026.10.08
RazeDen @razeden0Originally posted 2026.10.08
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who the f*ck let a spider into my ai setup... it read 1,860 pages last night and cut my bill by $81 i just put a web crawler inside Claude + Grok 4.7 + Jev. the crawler reads. jev decides. grok 4.7 explains. claude writes the fix crawler → jev asks 8 questions → grok 4.7 reads only what changed → claude writes the fix → i approve every night it crawls 1,860 pages: docs, changelogs and pricing of the 37 tools i use. jev doesn't write anything. it only answers simple questions about each page: did it change, yes or no. does it touch my setup, pick one. how urgent, score 1 to 10 8 questions each is 14,880 decisions, done in 11.2 seconds for $0.29 then the routing is cold. 1,791 pages get dropped by code, no model call at all. 55 go to grok 4.7. 11 reach claude. 3 come to me reading those pages by hand at 45 seconds each is 23h 15m. people would say 1,000x faster. i did the math and it's 7,473x that's $0.00016 per page, and the smart models only see 66 of them last night it caught a price cut 6 hours after it shipped. claude changed one line in my router and my bill went from $212 to $131 the big mistake: letting the smart model browse the web. you pay it to read 1,860 pages and say "nothing new" 1,791 times setup took me 14 minutes: list of 37 urls, crawler skill on the agent computer, one schema with 8 questions, test mode first jev decides, grok 4.7 reads, claude fixes, and i still press the button on anything that touches my keys or my money everyone gives their agent the whole web. mine reads 37 sites and gets cheaper every night

This post quotes another post: x.com/razeden0/status/2101981166500815075

x.com/razeden0/status/2107926727242416245Archived 2026.10.08 10:07