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FUNDING — Rork closed a $15M seed round led by Left Lane Capital, with Peak XV, True Ventures, Goodwater, and a16z SpeedrunUSERS — Rork now reaches 2M users with 743K monthly visits and an 85% growth rateMAX — Rork Max generates native Swift apps for iPhone, iPad, Watch, TV, Vision Pro, and iMessageSTACK — Standard Rork builds iOS and Android together in React Native (Expo), so non-engineers can ship real appsPRICE — Plans start free, paid tiers from $25/month, and Rork Max at $200/monthMARKET — Gartner projects 75% of new apps will be low-code or no-code by the end of 2026FUNDING — Rork closed a $15M seed round led by Left Lane Capital, with Peak XV, True Ventures, Goodwater, and a16z SpeedrunUSERS — Rork now reaches 2M users with 743K monthly visits and an 85% growth rateMAX — Rork Max generates native Swift apps for iPhone, iPad, Watch, TV, Vision Pro, and iMessageSTACK — Standard Rork builds iOS and Android together in React Native (Expo), so non-engineers can ship real appsPRICE — Plans start free, paid tiers from $25/month, and Rork Max at $200/monthMARKET — Gartner projects 75% of new apps will be low-code or no-code by the end of 2026
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Rork AI/2026-07-05Advanced

When Your Finance App's AI Keeps Dumping Everything Into 'Other' — Field Notes on Catching Silent Classification Drift

An AI expense classifier in a Rork finance app can be accurate at launch and quietly decay over months until the monthly advice goes wrong. Here is how I instrumented confidence and category distribution to get ahead of the drift, with working code.