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October 1, 2026

Last week, I ran a sample certificate of analysis through an agent at one of my AI workshops.

At a workshop I ran a sample certificate of analysis through an agent. The spec called for greater than 99.8, the assay read 99.4, and the agent rejected the lot. That is the test that matters, and you can build it in Claude.

The customer spec called for greater than 99.8. The assay read 99.4. The agent rejected the lot.

That rejection is the whole demo. Software that summarizes a document and hands it back in a confident tone is easy to find. The useful question is whether it will fail a lot that is four tenths low, and whether it can show you the line it read to get there.

Build it in Claude. No further subscriptions needed.

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