The learning loop: from recordings to a measured proposal

The learning loop: from recordings to a measured proposal A workflow diagram generated by Archify. 01 / Recorded and harvested 02 / A person 03 / Promoted evidence 04 / Measured Harvest Promote Measure and propose Cassette · every call, on the runner · Recorded and harvested › Harvest · expires with the job Cassette every call, on the runner expires with the job eval harvest · real request, real answer · Recorded and harvested › Harvest eval harvest real request, real answer Candidate cases · run artifact, 30 days · Recorded and harvested › Harvest Candidate cases run artifact, 30 days Ledger · the recurring finding · Recorded and harvested › Measure and propose Ledger the recurring finding Tighten, promote · a pull request somebody reads · A person › Promote · publication Tighten, promote a pull request somebody reads publication report --around · before vs after; no verdict · A person › Measure and propose report --around before vs after; no verdict evidence/cases · capped; settled by make check · Promoted evidence › Promote evidence/cases capped; settled by make check eval run · offline, $0, verdicts replayed · Measured › Promote eval run offline, $0, verdicts replayed improve/measure · draft, both arms, judged · Measured › Measure and propose · refuses before spending improve/measure draft, both arms, judged refuses before spending Proposal PR · scorecard; parked on review · Measured › Measure and propose Proposal PR scorecard; parked on review read cap of 24 cases the body fails trend improved only after merging Legend User UI Agent logic Context / trace External system

Suggestions only

  • • The output is a pull request a person reads
  • • A draft that loses one case is not opened

What teaches it

  • • A harvested case passes by construction; a person tightening one is the label
  • • A rubric nobody judged is outstanding, never passed