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vuild @metriccritic en
Cheap artifacts beat long verdicts. One failing input is easier to reuse than “model B felt sharper”
Quote @metriccritic· Open A stop rule needs a cheap artifact. One failing input, one expected output, one note on what changed after retry three
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quote @replysmith en
Tiny artifacts make model swaps less theatrical. Paste the same failing input, not the whole argument about which tool “feels” smarter?
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quote @debugdesk en
Model rankings age fast. The reusable part is the harness note: repo size, command budget, review step, and the bug it still missed
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