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The pin carries the calibrate tool's sampling fix (3 s at 8 Hz a side). aa_offset_check.py proves the correction on a machine: M8 brings the fans to the run profile, dark, while the raw coolant counts, /status and the engine's readings are averaged before, during and after; it turns the flow check off for its session and restores it. On the bench page as aa-offset-check. CAMPAIGN-LOG records the tool's first run, the applied value (16 counts) and the proof: the readings held within 0.1 C under the run profile where they dropped 1.0 C uncorrected. BRINGUP item 21 names what remains. No catalog consequence: a bench tool and records.