Jev Daily

Vogel's Jev spam ranker was too costly to ship

vogel built an X reply filter that scores every reply for spamminess with Jev and auto-mutes the account, then said he cannot release it because it is expensive. He swapped it for a Grok bot keeping a public blocklist instead.

Built with it

Vogel's Jev reply-spam ranker shelved on cost, replaced by a blocklist

vogel built an app that signs in with your X account, ranks every reply to your posts for spamminess with Jev, then auto-mutes the account and removes the comment. He says he does not think he can release it because it is expensive.

vogel
@ryanvogel
X
i don't think I can release it (it's expensive) but I have a solution for that soon
Nov 2, 2026 · View on X

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The case against

Kosenko says signing a CLA should be a deny rule, not a model call

Vladimir Kosenko of Octomind argued to Matt Van Horn that a legal act like signing a CLA (contributor license agreement) belongs behind a hard rule, not a model decision. His point is that one model refuses and a stripped-down one signs, which makes the outcome a coin flip rather than a policy.

Vladimir Kosenko · Octomind
@web3brightside
X
One model refuses, a stripped one signs, and neither is a policy.
Nov 2, 2026 · View on X

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Jev, read daily so you do not have to. The builds, the benchmarks, the criteria that worked and the cases where it lost, from the people shipping on TypeSafe AI's System One model.