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Notes on data quality monitoring, AI-generated checks, and running AIMO in your environment.

2026-09-29

Every pipeline test passed. 70% of the calls were being dropped.

A pilot customer had a configuration error that was cutting off about 70% of their calls right after connection. No pipeline failed and every test passed, and the only thing that noticed was a monitor that AIMO had written by itself.

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2026-06-24

I left the defects in on purpose

A live, no-login demo of AI-generated data-quality monitoring, running on deliberately messy real data — a defect it caught, how to see it yourself, and how to try the tool on your own data.

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AIMO · data quality monitoring · Finland
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