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Dev.to
Dev.to
7/22/2026
I launched to zero signups, then found 5 features nobody could reach

I launched to zero signups, then found 5 features nobody could reach

Short summary

A founder launched an AI agent platform on Product Hunt and got zero signups. Digging into user feedback about cost visibility, they discovered cascading bugs: int() truncation zeroed out 99% of cost data, workflow cost columns were never written to, cost fields existed in the API but were invisible to the frontend, and entire analytics pages were unreachable from any navigation. The post is a candid engineering post-mortem with code.

  • Launched AI agent platform on Product Hunt, got zero signups
  • Found 5 critical bugs: int() truncation destroying cost data, NULL columns never written, invisible API fields, dead UI code, unreachable analytics pages
  • Honest post-mortem with code examples showing how each bug went unnoticed

Generated with AI, which can make mistakes.

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