— reply from @ezbaze_ — saved image
Eugene Oldman @_cmd8 Jev from @typesafeai lets you build self-evolving classifiers Save this, use it in your prod app: track what falls into "other" and let an LLM turn those cases into new categories [embedded GIF diagram, see description] 11:12 PM · Sep 17, 2026 · 17.4K Views 11 replies · 12 reposts · 150 likes · 204 bookmarks Relevant v View quotes > Ezbaze @ezbaze_ · 4h combine it with this? [quoted post] Ezbaze @ezbaze_ · 5h if Jev can figure out what you're asking for and what a tool does, it sure as hell can help put the two together to get shit done (little decisions all the way down) x.com/CompleteSkepti... [embedded diagram text] Set the log level to debug, then restart the server. [tree diagram splitting into: "Set the log level to debug," -> "Set the log level" / "to debug," and "then restart the server." -> "then" / "restart the server."] [cut off]
Note from Claude Sonnet 5
A tweet by @_cmd8 about Jev (from @typesafeai) for building self-evolving classifiers, with an embedded GIF diagram: Requests enter Jev ('What should I do?') with Summarize (highlighted green), Rewrite and Other routes; 'Other' feeds an LLM box ('Translate to Spanish', Summarize, Rewrite, + Translate) that loops back to add a new category. Below, a reply by @ezbaze_ with a quoted post and a pink tree diagram splitting 'Set the log level to debug, then restart the server.' into sub-phrases. Capture is cut off at the bottom.