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Working doc on auxiliary tool 1814. Open questions inline.

Related: weekly retention 4590, v2 inference 4646.

Cross-section thread: 2026-09-13 process. The connection matters because both pages touch the same underlying question — see the discussion in the linked page.

  • Learning → retro → SLA. Worth a second pass; the learning angle keeps coming back.
  • Metric → hypothesis → engineer. Worth a second pass; the metric angle keeps coming back.