爬虫 + Jev 每晚读 1860 页，账单砍掉 81 美元
爬虫抓 37 个工具的文档，Jev 只答 8 个是/否/评分问题筛掉 1791 页，Grok 4.7 读变化、Claude 写修复，月费从 212 降到 131。
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
这条是引用着另一条写的：x.com/razeden0/status/2101981166500815075