Decision Walk: Should You Ship the Fix or Test It?
Decide when an issue should be fixed directly versus routed through an A/B test.
trail spectrum Decision tension A conversion problem is visible. The team must decide whether to fix it directly or validate through an experiment. Testing everything creates drag. Testing nothing creates overconfidence. Use this filter Defect, uncertainty, or tradeoff? Route the work based on what kind of decision it actually is. A/B testing is for uncertain causal choices, not for every obvious usability repair. Bad default Use testing as ritual even when the current state is clearly broken and the fix is low-risk. You preserve experiment capacity for genuinely uncertain decisions. 01 Broken or debatable? 02 Low risk to ship? 03…
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