DashboardKnowledgeFailure-layer isolation

Failure-layer isolation

Category: preference
Confidence: 1.00
ID: 01a08a9c-b602-73a8-a161-11be5a2173a8
Project ID: (global)
Cross-project: Yes
Recalled in other projects: 0
Source session: 0HM0fc1YdkpDO2vLs
Created: 2026-09-10 09:18:41
Updated: 2026-09-10 09:18:41

Content

Always isolate one failure layer at a time before changing code. Broad refactors look efficient but conflate causes and weaken evidence; directly exercise intermediate artifacts—for example, spawn the .download binary to distinguish delta-patch output failure from spawn or replacement failure—then fix only the proven layer.

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