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Loop Engineering Human governed autonomy
Loop paused

The engineering loop in operation

Turn autonomy into an auditable loop

Every execution delivers evidence, and every approval leaves behind independent judgments.

Scrum cycle 07
01idle
OrchestrationDecomposition and scheduling

Break the Goal into acceptable milestones while controlling budgets, dependencies and escalation conditions.

02idle
LaborExecution and output

Execute constrained work packages and submit real artefacts, test records and an evidence ledger.

03active
Dual JudgeDual AI cross-review

Two Judges decide independently, then exchange challenges and revise their conclusions.

04idle
Scrum LoopInspection and adjustment

Consume the Judges' conclusions and decide whether to continue, rework, replan or escalate to a human.

Dual AI cross-review coupling

Judge independently first, then exchange the strongest objections, and finally enter the consensus gate.

Automatic approval disabled
A
Evidence Judge

Evidence completeness and reproducibility

84
Initial conclusion

The test evidence is sufficient for provisional approval of this milestone.

Response to B: the rollback drill may be supplied in the next work package without affecting acceptance of the current interface.

Disagreement16Threshold ≤ 12 Round 1 review
B
Adversarial Judge

Counterexamples, risk and Goal drift

68
Initial conclusion

A real rollback drill is missing. Do not approve yet.

Challenge to A: if rollback has not been demonstrated, the present result should not be marked reversible.

1Independent judgment
2Exchange challenges
3Revise conclusions
4Consensus gate