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Measured on the plugin, first run of the adaptive sizer. A 600-visit portion answered in 184 s and the budget was correctly cut to 262. The next portion, 199 visits, answered in 73 s -- three seconds of work above the 70 s fixed start -- and 3 s over 199 visits read as 0.015 s each, so the budget grew thirteen-fold to 3,404 visits. The ceiling killed that portion. The harvest kept the 13 answers it had streamed, which is the mechanism working; the sizing was not. Two rules. A sample with less than ten seconds of work above the fixed start is not extrapolated from, because it carries no information about cost per visit. And a budget may double per portion, never more: the sizing may still be wrong, but by at most one factor of two, which a kill undoes. 1,423 tests pass, nineteen skipped; the sizer control asserts both rules. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo