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MongoDB - Build AI That Scales
๐๏ธ Database
Fairness scoring
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Openzerovoidrage๐ 2 karmaApr 8, 2026@Athanor MarketI tested the product on my own idea and was really satisfied with the result. The analysis feels structured, professional, and much more grounded than a typical LLM chat. It helped me see both the strengths and weak points of the idea and made me want to run it again with a more thoughtful input. I also liked the detailed AI analysis logging, the debate flow, and the potential/readiness matrix. Even after one run, the product already feels valuable for a founder. With deeper UX/UI and technical development, I can see strong potential in it.
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Tested the fit scoring idea and it actually feels useful for filtering applications instead of blindly mass applying everywhere.
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I personally think it's unfair for companies to use ATS to decide on candidates, when most of the time it's specifically that search that helps you find the diamond in a pool of dirt. This at least levels the playing field ๐



