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Dev Tools · 14h ago

AI Agent Mislabels Poll Loop as Event-Driven; Code Review Reveals Truth

By Meridian48 News Desk · Summarised from DEV Community ·

A developer's AI agent described its own monitoring script as 'event-driven, instant, cheap,' but code review showed it's a 90-second poll loop running ~960 checks daily. The script uses a bash poll to check for new messages, then triggers a model turn only when new mail arrives. Despite the mislabel, the approach offers a cheap gate before expensive processing and persistent state to avoid duplicate firing.

Meridian48 take
The story underscores a common pitfall: AI agents can confidently mislabel their own behavior, making code review essential even for self-generated tools.
Read the full reporting
An AI agent graded its own poll loop as 'event-driven'. I read the code instead. →
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