Dev.to
7/1/2026

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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