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7/1/2026
I Found 4 Bugs in an AI Student Platform — Here's What Was Actually Wrong

I Found 4 Bugs in an AI Student Platform — Here's What Was Actually Wrong

Short summary

Developer found and documented 4 critical bugs in DoubtDesk, an AI student Q&A platform: a GET endpoint performing unguarded database inserts, unauthorized API polling, and silent error handling. The writeup walks through each bug's fix and explains why these mistakes are common in fast-moving codebases. Best practices: gate test helpers by environment, use HTTP verbs correctly, validate auth state before fetching, and never silently swallow errors.

  • •GET endpoint inserting data in production exposed via no environment check
  • •Notification polling triggered before auth state confirmed, wasting API calls
  • •Silent error swallowing hid failures instead of surfacing them to users

Generated with AI, which can make mistakes.

#ai-tools#certification-education
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