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Dev.to
Dev.to
7/1/2026
we built a 'failed' column on purpose, then caught our own agent triggering it

we built a 'failed' column on purpose, then caught our own agent triggering it

Short summary

This auto-apply tool reads ATS confirmations—unlike competitors that only hope submissions land. A race condition caused successful applications to be marked failed after network errors. The fix: a submitClickIssued gate prevents failures after the click is registered, replacing hard fails with human-review requests.

  • Most auto-apply tools don't verify success; this one reads ATS confirmations
  • Race condition: network error after successful submit caused false failure
  • Solution: submitClickIssued gate prevents hard failures post-click, asks for human confirmation instead

Generated with AI, which can make mistakes.

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