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What a failed demo taught our group

Our dispatch agent looped in front of everyone. It was the best week of the Lab.

Manish Kumar

Manish Kumar

Published on Gen AI Lab, 20 October 2026. 4 min read

We tested on clean data, then the live demo met a real delivery sheet and the agent called the same tool eleven times.

What we changed

  • We test on the messiest file we can find.

  • Every agent gets a step limit and a way out.

  • One person tries to break it before every demo.

Nobody remembered the loop a week later. They remembered that we fixed it in two days.

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