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MethodViolinCases & ADRsBen Chan
← Case Studies/Case #012/C12-028
C12-028DecidedYY Method as Runtime BehaviorCross-cutting2026-07-17

Prefer Reversible One-Variable Experiments

When experimentation is appropriate, change one variable and preserve a path back.

Freshness
Permanent

Permanent. Revisit if launch evidence, teacher feedback, user behavior, corpus quality, or safety review materially changes this decision.

#method-runtime#prefer#violin-stand-partner

Capture

When experimentation is appropriate, change one variable and preserve a path back.

Why

Multiple simultaneous changes destroy evidence.

Why-Not

Not every instrument-facing action is reversible. Physical action requires stronger authorization.


Commit

Decision: When experimentation is appropriate, change one variable and preserve a path back.

Not every instrument-facing action is reversible. Physical action requires stronger authorization.


Confidence: Medium-high for public architecture; implementation details remain private and subject to launch evidence.

Timestamp

2026-07-17

C12-027Case #012 RegistryC12-029
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