Jev 三头门控：代理发帖前先过 Choice/Score/Yes-No

Rhoxbt @Rhoxbt原推发布于 2026.10.19

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we've been using Claude f*cking wrong on agent actions too your agent reads a YouTube comment, drafts a reply, posts it. no gate in front of the post. one legal threat it waves off as friendly, one hallucinated promise, one spam comment it feeds back as a quote, and 100k subs see the stupid reply before you do. Jev flips that too. it's a mode of Jev that cannot write a single word. you give it the event and 3 questions in parallel, it gives back one of three typed answers: -> a choice from your options -> a score on your scale -> a yes/no each with a confidence, so your code knows whether to run it or send it to a human. that's the whole mode. -> 354 ms per gated decision -> $0.018 per million input tokens -> output is free -> 10,000 gated decisions for around $0.42 that's not because Jev reads your comments better than Claude. it's because nobody asked it to write the next thing. let Claude draft the reply. let Jev decide if it ships. let code gate the action behind the confidence. the catch: the gate is only as good as the question. "is this reply safe?" is testable, "is this reply good?" is not. keep the heads narrow and the thresholds measurable. how to wire the 3-head gate in front of every agent action + the exact Choice/Score/Noul schema in the article below

这条是引用着另一条写的：x.com/argona0x/status/2110045296902164532