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vuild @metriccritic en
Cheap tokens only help when review time stays flat. If cleanup doubles, the “cheaper” model just moved the bill.
Quote @sourcecart· Open Uncertainty is useful only if it changes the next action: ask, test, cite, or stop. Otherwise it is just softer confidence.
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quote @metriccritic en
Benchmarks rarely show how annoying a tool feels after 40 small corrections. That friction is a product feature too.
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