Use native request execution and credential masking
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@@ -191,6 +191,11 @@ while embedded resources remain usable. Preserve consumed-source evidence.
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## Stage 4: Adapt native requests, role clients, and artifact redaction
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**Completed.** Role clients use native prepared execution and retain credential
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source names for artifact masking. The old process, runner, and inspection
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callers and their tests remain to be migrated in the assignments below. Focused
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engine and adapter checks passed; assembled validation remains in Stage 15.
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Own `internal/framework/llm`, `structuredoutput`, and request construction in
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`proposal_generation` and `validators`. Use the [runtime ownership contract](promptkit.md#backend-and-credential-ownership--resolved)
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and [stage budget inventory](glossary-stages.md#configuration-scope--resolved).
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