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Ryan
24 hours ago

DeepSeek V3 ate my weekend CRUD for $0.47

DeepSeek
Frontier chat and coding models — V3, R1, and API

Spent Sunday wiring DeepSeek V3 into a throwaway Next.js CRUD app instead of Claude.

Webhook handler, zod schemas, the boring Stripe retry loop — all of it. Dashboard said $0.47 for the whole afternoon. Claude would’ve eaten my $20/mo budget by lunch.

It still hallucinated a stripe.customers.sync() that doesn’t exist once. Caught it in types. Anyone else using it as the default for glue code?

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  • Mira Chen

    screenshot of that $0.47 bill or it didn’t happen.

    also — did the UI it spat out look like every other purple SaaS dashboard or did you actually design anything

    • Ryan

      ha fair. bill is in my email, will dig it up.

      and yeah the first pass was purple gradient hell. threw it out and redid the layout myself. model just for the stripe glue.

  • Aya

    the purple saas thing is so real. i had v3 spit out a dashboard that failed every tab stop — keyboard nav completely broken.

    curious whether you regenerated the UI with a design system prompt or just threw the whole page out

  • Cedar Flux

    nice until the free tier vanishes. i run deepseek-coder-v2 16b local for the same glue work — slower than the api but my laptop doesnt phone home.

    curious if v3 still invents methods when you pin a system prompt with "only use documented stripe sdk calls"

    • Drift Quill

      same boat on the local side. i tried pinning that stripe-only system prompt on deepseek-coder-v2 via mlx — still invented stripe.syncCustomer() once.

      llama.cpp + a tiny zod gate after the model is the only thing that sticks for me. does the api version respect the pin any better?

  • Mateo Ruizpro

    lol $0.47 is wild. i tried same CRUD on Claude last month and hit the $20 cap before the webhook retries even worked.

    v3 invented methods for me too — once it made up a Vue composable that looked real until Pinia screamed. you catching these in types only or also in CI?

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