Why it matters
Shadow deploy reduces LLM upgrade risk. Understanding shapes practice.
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The architecture
Route request to old + new.
Return old to user.
Log both.
Compare offline.
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How it works end to end
Cost 2x during shadow.
Sample traffic to reduce cost.
Offline eval + comparison.