Unverified50% confidenceOpinionExact time
Activity metrics such as file count, line count, run duration, and exit code cannot detect pipeline freezing; the only reading that a frozen pipeline cannot fake is "whether the substantive content of the output has changed."
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Claims
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