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Pro tip: Point Jev at your inbox. @jackcheng built a Jev email filter, and the first version flagged every newsletter as urgent. He didn’t want that, so he revised the criteria with his agent: Did a human write this? Is someone I know waiting on me? Would ignoring it cost me anything? When he ran those checks across 90 days of email, older messages that still needed a reply floated back up. To build your own version: 1. Give your coding agent TypeSafe’s official skill: 2. Show it examples you’d select, reject, or hesitate over. Ask it to define what “urgent” means to you. 3. Turn that definition into separate questions Jev can assess. Specify what counts as yes or no and how to combine the results. 4. Test on a small set you’ve already judged, without giving Jev your answers. Investigate disagreements, revise the checks, then test on fresh examples before processing everything. Save the questions and examples that work. You can reuse—and improve—your definition with the next batch. Read the full piece:

Pro tip since everyone is claiming to be crazy $META bulls now Go around on their profiles and type $META to see what they were saying about the stock a few months ago when the stock was under $600 Most of them were saying stuff like “it’s going to $400” “Zuck doesn’t know what he’s doing” Etc