Recently tested out a couple of payment tracking apps built with vibe coding by Frank, and honestly? Both miss the mark pretty hard.



The first one treats literally every recurring charge as a subscription—flagged my girlfriend's monthly allowance the same way it flags Netflix. Pretty rough logic there.

The second takes a different approach: it only tags outflows if the transaction description hits certain keywords. Sounds smarter in theory, but in practice? Way too many false negatives. I definitely paid $5 to something that should've been caught.

Neither app nails the accuracy issue. Payment categorization clearly needs way more sophisticated pattern recognition—keyword matching and blanket subscription detection just don't cut it. If you're relying on these tools for expense tracking, manage your expectations.
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LiquiditySurfervip
· 01-10 10:13
Frank's logic is really terrible, treating his girlfriend's allowance as a subscription? That's hilarious.
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HalfIsEmptyvip
· 01-10 06:15
Frank's app really sucks, the level of automation is concerning.
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FlashLoanPhantomvip
· 01-08 08:11
Honestly, Frank's two apps are a disaster. Treating your girlfriend's pocket money like Netflix? That's hilarious.
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GateUser-b37fca29vip
· 01-07 16:01
2026 GOGOGO 👊
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MetaverseMigrantvip
· 01-07 12:50
Vibe coding just sounds unreliable... Using your girlfriend's pocket money as a subscription flagged, this logic is really brilliant.
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POAPlectionistvip
· 01-07 12:40
Vibe Coding sounds pretty good, but these two apps are really disappointing; their categorization logic is extremely unreasonable.
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WenAirdropvip
· 01-07 12:33
Frank's two apps are really disappointing; their classification logic is more absurd than the other.
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RektButStillHerevip
· 01-07 12:28
Frank, this thing really doesn't work, both apps are a mess...
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SelfStakingvip
· 01-07 12:27
Frank this time really dropped the ball, even mistaking his girlfriend's allowance for Netflix, such logical sense is touching.
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