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I Added a Human Approval Step to My AI Agent. It Charged the Card Twice.

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

Adding an approval step feels like making an agent safer. But what happens to work that already finished before the pause? A small test of 10xGraph produced this: $ python parallel_tools.py sqlite start charged $49.00 key=f9bb251d-dfc5-40e5-9c02-1d1b3195c021:call_charge paused. charges so far: 1 $…

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  1. 2026-10-22 19:19 · DEV Community — AI
    I Added a Human Approval Step to My AI Agent. It Charged the Card Twice.

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