T10-R5 ecosystem

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Pitfall: A failure mode named by a source. It is not solved by a fluent sentence.

Automatic speech recognition

Sentiment analysis

Quality rubrics

Personal data

The live voice pipeline answers the person. Analytics reads a recording later. Keep those clocks apart.

A later review can add a rubric you wrote. It cannot borrow a customer's tape.

Write the goal in one sentence.

Name the input and the allowed output.

Save the trace next to the result.

The answer looks fluent and is wrong. Check whether a source passage actually contains the claim.

The loop never stops. Set a step cap and stop when the tool result repeats.