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LiveUpdated 2026-11-03 17:47 UTC

“This answer feels better” is a useful instinct when working with AI. But how do you…

“This answer feels better” is a useful instinct when working with AI. But how do you turn that instinct into a test…

This is a dev post classified by AGK Intelligence as AI dev tools (a free resource), kept by the Dev Radar because it carries real work, not commentary.

“This answer feels better” is a useful instinct when working with AI. But how do you turn that instinct into a test you can use to judge future answers? @hammer_mt shows how to combine human judgment, model-based checks, and code to compare models, improve agents, and catch regressions. Watch the livestream for free this Thursday, Nov. 5: https://every.to/tv?utm_source=x&utm_campaign=thesis-2027&utm_content=every-261103-teaser-vibe-checks-to-evals

Posted by Every 📧 (58.4k followers) 1 h ago · 3 likes · 566 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: Compound Engineering.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 9.2k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-03 17:47 UTC. Full method.