Use native request execution and credential masking

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2026-11-10 16:50:29 +00:00
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@@ -191,6 +191,11 @@ while embedded resources remain usable. Preserve consumed-source evidence.
## Stage 4: Adapt native requests, role clients, and artifact redaction
**Completed.** Role clients use native prepared execution and retain credential
source names for artifact masking. The old process, runner, and inspection
callers and their tests remain to be migrated in the assignments below. Focused
engine and adapter checks passed; assembled validation remains in Stage 15.
Own `internal/framework/llm`, `structuredoutput`, and request construction in
`proposal_generation` and `validators`. Use the [runtime ownership contract](promptkit.md#backend-and-credential-ownership--resolved)
and [stage budget inventory](glossary-stages.md#configuration-scope--resolved).